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Yuxin-CV/QueryInst_Swin_L_300_queries_test_box.txt

Created May 17, 2021 02:49
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QueryInst_Swin_L_300_queries_test_box
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QueryInst_Swin_L_300_queries_test_box.txt
Annotation Type: bbox
Some images have more than 100 detections. Results were cut to 100 detections per images on 20288 images.
loading annotations into memory...
Done (t=3.01s)
creating index...
index created!
Loading and preparing results...
DONE (t=33.96s)
creating index...
index created!
evaluate category: person
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=55.37s).
Accumulating evaluation results...
DONE (t=6.75s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.880
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.702
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.453
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.695
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.212
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.792
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.907
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.49s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.727
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.447
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.290
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.505
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.289
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=9.24s).
Accumulating evaluation results...
DONE (t=1.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.799
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.221
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.636
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.809
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.890
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.65s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.822
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.578
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.290
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.503
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.296
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.609
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.645
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844
evaluate category: airplane
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.25s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.715
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.920
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.796
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.781
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.807
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.690
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.803
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.906
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=10.46s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.780
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.912
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.851
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.896
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.847
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.853
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.941
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.63s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.925
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.851
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.486
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.834
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.843
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.94s).
Accumulating evaluation results...
DONE (t=0.82s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.665
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.550
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.273
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.478
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.623
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.766
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.868
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.20s).
Accumulating evaluation results...
DONE (t=0.67s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.674
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.296
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.470
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.530
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.171
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.668
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.775
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.48s).
Accumulating evaluation results...
DONE (t=0.66s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.667
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.335
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.198
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.802
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.00s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.749
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.926
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.836
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.531
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.862
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.773
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.822
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.827
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.816
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.925
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.38s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.779
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.866
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.843
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.552
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.912
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.785
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.874
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.874
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.771
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.844
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.961
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.18s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.739
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.622
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.553
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.667
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.930
evaluate category: bench
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.75s).
Accumulating evaluation results...
DONE (t=1.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.558
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.349
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.439
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.840
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.88s).
Accumulating evaluation results...
DONE (t=1.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.775
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.591
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.405
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.220
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.545
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.663
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.798
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.889
evaluate category: cat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.71s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.781
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.938
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.856
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.873
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.881
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.809
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.910
evaluate category: dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.96s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.779
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.920
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.866
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.489
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.845
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.864
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.870
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.621
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.858
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.931
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.65s).
Accumulating evaluation results...
DONE (t=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.932
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.827
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.724
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.801
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.831
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.687
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.812
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.913
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.04s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.862
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.727
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.524
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.137
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.647
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.805
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.907
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.41s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.676
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.897
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.762
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.206
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.667
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.776
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.922
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.19s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.801
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.957
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.899
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.745
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.867
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.364
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.813
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.880
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.759
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.841
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.934
evaluate category: bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.24s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.832
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.959
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.923
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.674
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.773
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.899
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.904
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.730
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.836
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.936
evaluate category: zebra
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.70s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.753
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.950
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.830
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.852
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.306
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.775
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.845
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.826
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.929
evaluate category: giraffe
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.61s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.826
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.961
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.909
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.648
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.806
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.874
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.889
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.732
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.862
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.940
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.41s).
Accumulating evaluation results...
DONE (t=1.11s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.574
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.325
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.416
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.334
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.496
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.31s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.758
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.551
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.394
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.258
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.680
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.547
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.95s).
Accumulating evaluation results...
DONE (t=9.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.325
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.339
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.376
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.306
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.573
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.598
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.723
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.09s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.547
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.781
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.616
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.671
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.677
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.801
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.38s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.757
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.640
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.279
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.750
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.485
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
evaluate category: frisbee
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.21s).
Accumulating evaluation results...
DONE (t=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.899
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.805
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.648
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.641
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.768
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.847
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.43s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.609
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.511
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.268
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.268
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.773
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
evaluate category: snowboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.59s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.747
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.372
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.712
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.837
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.900
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.35s).
Accumulating evaluation results...
DONE (t=0.51s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.858
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.732
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.822
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.798
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.700
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.892
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.42s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.811
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.658
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.188
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.04s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.824
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.561
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.703
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.667
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.860
evaluate category: baseball glove
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.27s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.617
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.686
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.790
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879
evaluate category: skateboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.82s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.654
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.913
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.744
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.567
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.729
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.740
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.771
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.676
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.840
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.909
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.80s).
Accumulating evaluation results...
DONE (t=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.803
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.592
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.382
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.595
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.763
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.901
evaluate category: tennis racket
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.41s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.911
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.703
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.742
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.768
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.663
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.821
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.904
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.30s).
Accumulating evaluation results...
DONE (t=1.05s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.725
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.261
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.626
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.683
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.592
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.793
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.906
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.88s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.761
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.597
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.678
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.238
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.607
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.512
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.791
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.901
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.43s).
Accumulating evaluation results...
DONE (t=1.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.750
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.627
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.689
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.351
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.685
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.822
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.917
evaluate category: fork
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.58s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.758
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.840
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.866
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.944
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.02s).
Accumulating evaluation results...
DONE (t=0.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.462
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.668
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.501
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.365
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.819
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.900
evaluate category: spoon
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.91s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.554
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.479
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.333
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.619
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.794
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883
evaluate category: bowl
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.06s).
Accumulating evaluation results...
DONE (t=0.81s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.720
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.628
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.372
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.592
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.713
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.388
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.754
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.788
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.899
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.35s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.394
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.154
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.861
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.67s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.636
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.185
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881
evaluate category: sandwich
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.50s).
Accumulating evaluation results...
DONE (t=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.720
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.665
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.378
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.773
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.689
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.892
evaluate category: orange
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.96s).
Accumulating evaluation results...
DONE (t=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.504
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.185
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.469
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.174
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.766
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.91s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.374
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.590
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.178
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.460
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.636
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
evaluate category: carrot
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.43s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.310
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.129
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.524
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842
evaluate category: hot dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.19s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.642
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.302
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.95s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.703
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.862
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.777
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.492
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.817
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.509
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.745
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.916
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.47s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.662
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.820
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.740
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.424
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.192
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.631
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.790
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.811
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.907
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=10.83s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.531
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.408
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.342
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.619
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.678
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.436
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=10.15s).
Accumulating evaluation results...
DONE (t=1.94s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.654
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.494
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.276
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.607
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.228
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.472
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.723
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.840
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.21s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.749
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.651
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.183
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.565
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.820
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.834
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.07s).
Accumulating evaluation results...
DONE (t=0.82s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.574
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.313
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.603
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.631
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.98s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.821
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.684
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.245
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.331
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.847
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.864
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.500
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.894
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.54s).
Accumulating evaluation results...
DONE (t=1.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.609
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.254
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.737
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.850
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.90s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.889
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.801
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.215
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.672
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.780
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.851
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.875
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.926
evaluate category: tv
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.71s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.653
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.849
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.613
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.765
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.861
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.39s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.779
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.909
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.868
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.731
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.863
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.852
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.855
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.591
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.818
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.930
evaluate category: mouse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.90s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.692
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.892
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.811
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.618
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.781
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.783
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.789
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.721
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.861
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.948
evaluate category: remote
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.90s).
Accumulating evaluation results...
DONE (t=0.43s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.761
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.596
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.654
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.823
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.903
evaluate category: keyboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.15s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.678
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.844
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.376
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.669
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.592
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.812
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.801
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.913
evaluate category: cell phone
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.63s).
Accumulating evaluation results...
DONE (t=0.79s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.691
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.525
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.658
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.465
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.645
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.838
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.911
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.81s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.898
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.813
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.813
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.805
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.853
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.19s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.577
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.758
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.53s).
Accumulating evaluation results...
DONE (t=0.07s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.330
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.311
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.592
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.436
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790
evaluate category: sink
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.41s).
Accumulating evaluation results...
DONE (t=0.65s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.715
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.486
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.606
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.689
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.699
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858
evaluate category: refrigerator
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.04s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.688
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.848
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.741
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.754
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.802
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.802
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=9.82s).
Accumulating evaluation results...
DONE (t=1.13s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.246
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.355
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.467
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.119
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.359
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834
evaluate category: clock
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.93s).
Accumulating evaluation results...
DONE (t=0.86s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.821
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.651
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.713
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.829
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.36s).
Accumulating evaluation results...
DONE (t=0.55s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.755
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.345
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.384
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.795
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.909
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.04s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.745
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.631
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.369
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.664
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.719
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.503
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.705
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.96s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.616
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.806
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.670
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.273
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.371
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888
evaluate category: hair drier
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.70s).
Accumulating evaluation results...
DONE (t=0.12s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.531
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.258
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.395
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.598
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.589
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.55s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.685
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.486
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.676
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.313
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.603
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.806
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.759
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.619
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.703
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879
Done (t=578.14s)
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