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XericZephyr/voc20baseline

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Created July 5, 2017 23:20
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voc20 baselines
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voc20baseline
## ZF
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.7018 | 0.7302 | 0.8001 | 0.6708 | 0.9111 | 0.9001 | 0.5757 | 0.9704 | 0.9501 | 0.4715 |
| 0.4 | 0.6693 | 0.7833 | 0.8001 | 0.6362 | 0.9359 | 0.9001 | 0.5345 | 0.981 | 0.9501 | 0.4205 |
| 0.5 | 0.6114 | 0.8611 | 0.8001 | 0.5695 | 0.9721 | 0.9 | 0.44 | 0.9934 | 0.9502 | 0.3044 |
## VGG16
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.7654 | 0.5059 | 0.8001 | 0.7705 | 0.8287 | 0.9001 | 0.7083 | 0.952 | 0.9501 | 0.6214 |
| 0.4 | 0.7373 | 0.5705 | 0.8001 | 0.7449 | 0.8856 | 0.9 | 0.6698 | 0.9738 | 0.9501 | 0.5628 |
| 0.5 | 0.6854 | 0.7157 | 0.8 | 0.687 | 0.9566 | 0.9001 | 0.583 | 0.9927 | 0.95 | 0.4252 |
## Resnet 18bn
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.7416 | 0.6899 | 0.8 | 0.7202 | 0.8991 | 0.9 | 0.6346 | 0.9686 | 0.95 | 0.5358 |
| 0.4 | 0.7157 | 0.7343 | 0.8001 | 0.6965 | 0.9251 | 0.9 | 0.6009 | 0.9795 | 0.95 | 0.4915 |
| 0.5 | 0.6625 | 0.8223 | 0.8 | 0.6378 | 0.9628 | 0.9001 | 0.5263 | 0.992 | 0.95 | 0.3918 |
## Resnet 18
## Resnet 18
Results on overall objects (12032)
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.7571 | 0.7273 | 0.8 | 0.7335 | 0.9073 | 0.9 | 0.6426 | 0.9668 | 0.9501 | 0.544 |
| 0.4 | 0.7305 | 0.771 | 0.8001 | 0.7027 | 0.9281 | 0.9001 | 0.6116 | 0.9789 | 0.95 | 0.4851 |
| 0.5 | 0.6749 | 0.8459 | 0.8 | 0.6437 | 0.9623 | 0.9001 | 0.533 | 0.9904 | 0.9501 | 0.3833 |
## Resnet 34
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.777 | 0.6468 | 0.8 | 0.7811 | 0.9077 | 0.9001 | 0.7173 | 0.9786 | 0.95 | 0.6307 |
| 0.4 | 0.7564 | 0.6954 | 0.8001 | 0.7609 | 0.9332 | 0.9 | 0.6907 | 0.9881 | 0.9501 | 0.5757 |
| 0.5 | 0.7111 | 0.7948 | 0.8001 | 0.7141 | 0.9715 | 0.9001 | 0.6228 | 0.9956 | 0.9501 | 0.4761 |
## Resnet 50
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.7806 | 0.7097 | 0.8 | 0.7744 | 0.9255 | 0.9001 | 0.6923 | 0.9761 | 0.95 | 0.6083 |
| 0.4 | 0.7574 | 0.76 | 0.8 | 0.7492 | 0.9435 | 0.9001 | 0.6656 | 0.9852 | 0.95 | 0.5623 |
| 0.5 | 0.7082 | 0.8497 | 0.8 | 0.6912 | 0.9718 | 0.9 | 0.5957 | 0.9938 | 0.9501 | 0.465 |
## Resnet 101
| IOU | MAP | Th@0.8 | Prec@0.8 | Rec@0.8 | Th@0.9 | Prec@0.9 | Rec@0.9 | Th@0.95 | Prec@0.95 | Rec@0.95 |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: |
| 0.3 | 0.7761 | 0.5936 | 0.8001 | 0.7835 | 0.9158 | 0.9 | 0.7243 | 0.9829 | 0.95 | 0.6462 |
| 0.4 | 0.7556 | 0.6571 | 0.8001 | 0.7632 | 0.9444 | 0.9001 | 0.6968 | 0.9904 | 0.95 | 0.6005 |
| 0.5 | 0.7062 | 0.7898 | 0.8 | 0.7165 | 0.9794 | 0.9 | 0.627 | 0.9973 | 0.95 | 0.4802 |
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