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@mlabonne
Created January 6, 2024 21:22
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Daredevil-7B 44.85 76.07 64.89 47.07 58.22

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.38 ± 2.77
acc_norm 25.20 ± 2.73
agieval_logiqa_en 0 acc 38.86 ± 1.91
acc_norm 39.32 ± 1.92
agieval_lsat_ar 0 acc 26.96 ± 2.93
acc_norm 26.52 ± 2.92
agieval_lsat_lr 0 acc 51.37 ± 2.22
acc_norm 52.55 ± 2.21
agieval_lsat_rc 0 acc 63.94 ± 2.93
acc_norm 62.83 ± 2.95
agieval_sat_en 0 acc 79.61 ± 2.81
acc_norm 79.61 ± 2.81
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 43.69 ± 3.46
agieval_sat_math 0 acc 31.36 ± 3.14
acc_norm 29.09 ± 3.07

Average: 44.85%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 62.88 ± 1.41
acc_norm 65.10 ± 1.39
arc_easy 0 acc 86.24 ± 0.71
acc_norm 83.63 ± 0.76
boolq 1 acc 88.62 ± 0.56
hellaswag 0 acc 67.23 ± 0.47
acc_norm 85.24 ± 0.35
openbookqa 0 acc 37.40 ± 2.17
acc_norm 47.00 ± 2.23
piqa 0 acc 82.86 ± 0.88
acc_norm 84.33 ± 0.85
winogrande 0 acc 78.53 ± 1.15

Average: 76.07%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 47.61 ± 1.75
mc2 64.89 ± 1.51

Average: 64.89%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.42 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 66.94 ± 2.45
bigbench_disambiguation_qa 0 multiple_choice_grade 45.74 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 22.84 ± 2.22
exact_str_match 3.62 ± 0.99
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 31.60 ± 2.08
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.00 ± 1.59
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 52.33 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 40.00 ± 2.19
bigbench_navigate 0 multiple_choice_grade 56.20 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 73.10 ± 0.99
bigbench_ruin_names 0 multiple_choice_grade 54.24 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 30.86 ± 1.46
bigbench_snarks 0 multiple_choice_grade 72.38 ± 3.33
bigbench_sports_understanding 0 multiple_choice_grade 74.44 ± 1.39
bigbench_temporal_sequences 0 multiple_choice_grade 51.60 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.96 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.29 ± 0.92
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 52.33 ± 2.89

Average: 47.07%

Average score: 58.22%

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