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@idoru
Created March 26, 2024 23:06
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Model AGIEval GPT4All TruthfulQA Bigbench Average
Mistral-7B-Instruct-v0.2 38.94 71.67 66.88 42.22 54.93

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 23.23 ± 2.65
acc_norm 22.83 ± 2.64
agieval_logiqa_en 0 acc 36.25 ± 1.89
acc_norm 37.17 ± 1.90
agieval_lsat_ar 0 acc 21.30 ± 2.71
acc_norm 20.43 ± 2.66
agieval_lsat_lr 0 acc 38.04 ± 2.15
acc_norm 38.04 ± 2.15
agieval_lsat_rc 0 acc 53.53 ± 3.05
acc_norm 50.19 ± 3.05
agieval_sat_en 0 acc 68.93 ± 3.23
acc_norm 67.96 ± 3.26
agieval_sat_en_without_passage 0 acc 42.23 ± 3.45
acc_norm 40.78 ± 3.43
agieval_sat_math 0 acc 36.36 ± 3.25
acc_norm 34.09 ± 3.20

Average: 38.94%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 54.01 ± 1.46
acc_norm 55.97 ± 1.45
arc_easy 0 acc 81.27 ± 0.80
acc_norm 76.60 ± 0.87
boolq 1 acc 85.38 ± 0.62
hellaswag 0 acc 66.00 ± 0.47
acc_norm 83.69 ± 0.37
openbookqa 0 acc 35.60 ± 2.14
acc_norm 45.40 ± 2.23
piqa 0 acc 80.03 ± 0.93
acc_norm 80.69 ± 0.92
winogrande 0 acc 73.95 ± 1.23

Average: 71.67%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 52.51 ± 1.75
mc2 66.88 ± 1.52

Average: 66.88%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 54.74 ± 3.62
bigbench_date_understanding 0 multiple_choice_grade 66.12 ± 2.47
bigbench_disambiguation_qa 0 multiple_choice_grade 39.53 ± 3.05
bigbench_geometric_shapes 0 multiple_choice_grade 21.45 ± 2.17
exact_str_match 9.47 ± 1.55
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 29.40 ± 2.04
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 20.43 ± 1.52
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 44.67 ± 2.88
bigbench_movie_recommendation 0 multiple_choice_grade 34.60 ± 2.13
bigbench_navigate 0 multiple_choice_grade 42.20 ± 1.56
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 60.80 ± 1.09
bigbench_ruin_names 0 multiple_choice_grade 55.36 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 34.87 ± 1.51
bigbench_snarks 0 multiple_choice_grade 68.51 ± 3.46
bigbench_sports_understanding 0 multiple_choice_grade 65.62 ± 1.51
bigbench_temporal_sequences 0 multiple_choice_grade 36.90 ± 1.53
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.40 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.71 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 44.67 ± 2.88

Average: 42.22%

Average score: 54.93%

Elapsed time: 09:24:57

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