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@mlabonne
Created January 30, 2024 02:19
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Mistralpaca-7B 33.48 70.71 52.89 37.06 48.53

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 24.80 ± 2.72
acc_norm 25.98 ± 2.76
agieval_logiqa_en 0 acc 28.26 ± 1.77
acc_norm 32.41 ± 1.84
agieval_lsat_ar 0 acc 23.91 ± 2.82
acc_norm 20.87 ± 2.69
agieval_lsat_lr 0 acc 32.55 ± 2.08
acc_norm 33.14 ± 2.09
agieval_lsat_rc 0 acc 42.38 ± 3.02
acc_norm 37.92 ± 2.96
agieval_sat_en 0 acc 54.37 ± 3.48
acc_norm 50.97 ± 3.49
agieval_sat_en_without_passage 0 acc 38.83 ± 3.40
acc_norm 38.35 ± 3.40
agieval_sat_math 0 acc 31.36 ± 3.14
acc_norm 28.18 ± 3.04

Average: 33.48%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 51.19 ± 1.46
acc_norm 55.12 ± 1.45
arc_easy 0 acc 80.47 ± 0.81
acc_norm 76.85 ± 0.87
boolq 1 acc 84.22 ± 0.64
hellaswag 0 acc 62.89 ± 0.48
acc_norm 81.59 ± 0.39
openbookqa 0 acc 34.00 ± 2.12
acc_norm 45.40 ± 2.23
piqa 0 acc 79.27 ± 0.95
acc_norm 80.85 ± 0.92
winogrande 0 acc 70.96 ± 1.28

Average: 70.71%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 35.99 ± 1.68
mc2 52.89 ± 1.59

Average: 52.89%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 56.84 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 67.48 ± 2.44
bigbench_disambiguation_qa 0 multiple_choice_grade 30.23 ± 2.86
bigbench_geometric_shapes 0 multiple_choice_grade 18.11 ± 2.04
exact_str_match 4.74 ± 1.12
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 23.00 ± 1.88
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 17.43 ± 1.43
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 38.67 ± 2.82
bigbench_movie_recommendation 0 multiple_choice_grade 31.20 ± 2.07
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 56.15 ± 1.11
bigbench_ruin_names 0 multiple_choice_grade 35.71 ± 2.27
bigbench_salient_translation_error_detection 0 multiple_choice_grade 23.65 ± 1.35
bigbench_snarks 0 multiple_choice_grade 53.59 ± 3.72
bigbench_sports_understanding 0 multiple_choice_grade 61.46 ± 1.55
bigbench_temporal_sequences 0 multiple_choice_grade 28.00 ± 1.42
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 21.44 ± 1.16
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 15.49 ± 0.87
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 38.67 ± 2.82

Average: 37.06%

Average score: 48.53%

Elapsed time: 02:21:46

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