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@mlabonne
Created January 8, 2024 01:23
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Model AGIEval GPT4All TruthfulQA Bigbench Average
dolphin-2_6-phi-2 33.12 69.85 47.39 37.2 46.89

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 21.65 ± 2.59
acc_norm 22.83 ± 2.64
agieval_logiqa_en 0 acc 28.26 ± 1.77
acc_norm 31.34 ± 1.82
agieval_lsat_ar 0 acc 20.43 ± 2.66
acc_norm 19.13 ± 2.60
agieval_lsat_lr 0 acc 33.92 ± 2.10
acc_norm 30.00 ± 2.03
agieval_lsat_rc 0 acc 41.64 ± 3.01
acc_norm 34.57 ± 2.91
agieval_sat_en 0 acc 59.71 ± 3.43
acc_norm 57.28 ± 3.45
agieval_sat_en_without_passage 0 acc 40.78 ± 3.43
acc_norm 39.81 ± 3.42
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 30.00 ± 3.10

Average: 33.12%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 50.00 ± 1.46
acc_norm 51.71 ± 1.46
arc_easy 0 acc 79.92 ± 0.82
acc_norm 76.77 ± 0.87
boolq 1 acc 83.00 ± 0.66
hellaswag 0 acc 55.43 ± 0.50
acc_norm 73.37 ± 0.44
openbookqa 0 acc 35.40 ± 2.14
acc_norm 48.20 ± 2.24
piqa 0 acc 79.43 ± 0.94
acc_norm 79.60 ± 0.94
winogrande 0 acc 76.32 ± 1.19

Average: 69.85%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 32.56 ± 1.64
mc2 47.39 ± 1.52

Average: 47.39%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.53 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 58.54 ± 2.57
bigbench_disambiguation_qa 0 multiple_choice_grade 37.60 ± 3.02
bigbench_geometric_shapes 0 multiple_choice_grade 12.53 ± 1.75
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 24.40 ± 1.92
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 16.43 ± 1.40
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 40.67 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 41.60 ± 2.21
bigbench_navigate 0 multiple_choice_grade 53.60 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 55.20 ± 1.11
bigbench_ruin_names 0 multiple_choice_grade 37.50 ± 2.29
bigbench_salient_translation_error_detection 0 multiple_choice_grade 24.95 ± 1.37
bigbench_snarks 0 multiple_choice_grade 64.09 ± 3.58
bigbench_sports_understanding 0 multiple_choice_grade 50.30 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 20.40 ± 1.27
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 18.00 ± 1.09
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 12.69 ± 0.80
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 40.67 ± 2.84

Average: 37.2%

Average score: 46.89%

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