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Created March 13, 2024 14:11
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Model AGIEval GPT4All TruthfulQA Bigbench Average
MergeCeption-7B-v3 45.16 76.86 79.27 49.86 62.79

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.95 ± 2.82
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 39.02 ± 1.91
acc_norm 38.56 ± 1.91
agieval_lsat_ar 0 acc 23.04 ± 2.78
acc_norm 23.04 ± 2.78
agieval_lsat_lr 0 acc 52.35 ± 2.21
acc_norm 53.73 ± 2.21
agieval_lsat_rc 0 acc 67.29 ± 2.87
acc_norm 68.03 ± 2.85
agieval_sat_en 0 acc 78.16 ± 2.89
acc_norm 78.16 ± 2.89
agieval_sat_en_without_passage 0 acc 45.15 ± 3.48
acc_norm 43.69 ± 3.46
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 30.45 ± 3.11

Average: 45.16%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.38 ± 1.38
acc_norm 67.58 ± 1.37
arc_easy 0 acc 85.90 ± 0.71
acc_norm 79.71 ± 0.83
boolq 1 acc 87.19 ± 0.58
hellaswag 0 acc 69.49 ± 0.46
acc_norm 87.36 ± 0.33
openbookqa 0 acc 39.40 ± 2.19
acc_norm 49.80 ± 2.24
piqa 0 acc 83.13 ± 0.87
acc_norm 85.09 ± 0.83
winogrande 0 acc 81.29 ± 1.10

Average: 76.86%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 63.04 ± 1.69
mc2 79.27 ± 1.35

Average: 79.27%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.00 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 62.06 ± 2.53
bigbench_disambiguation_qa 0 multiple_choice_grade 55.04 ± 3.10
bigbench_geometric_shapes 0 multiple_choice_grade 22.84 ± 2.22
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 33.40 ± 2.11
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.43 ± 1.60
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.00 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 53.40 ± 2.23
bigbench_navigate 0 multiple_choice_grade 55.40 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 68.45 ± 1.04
bigbench_ruin_names 0 multiple_choice_grade 55.80 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.08 ± 1.55
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 76.37 ± 1.35
bigbench_temporal_sequences 0 multiple_choice_grade 55.90 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.20 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.71 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.00 ± 2.83

Average: 49.86%

Average score: 62.79%

Elapsed time: 01:39:08

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