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@majacinka
Created February 26, 2024 11:16
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Model AGIEval GPT4All TruthfulQA Bigbench Average
ramonda-monarch-7b 44.63 77.41 77.41 49.59 62.26

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.77 ± 2.78
acc_norm 24.80 ± 2.72
agieval_logiqa_en 0 acc 38.40 ± 1.91
acc_norm 39.17 ± 1.91
agieval_lsat_ar 0 acc 24.35 ± 2.84
acc_norm 23.91 ± 2.82
agieval_lsat_lr 0 acc 53.73 ± 2.21
acc_norm 54.90 ± 2.21
agieval_lsat_rc 0 acc 65.43 ± 2.91
acc_norm 64.31 ± 2.93
agieval_sat_en 0 acc 78.16 ± 2.89
acc_norm 77.18 ± 2.93
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 42.72 ± 3.45
agieval_sat_math 0 acc 32.73 ± 3.17
acc_norm 30.00 ± 3.10

Average: 44.63%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.55 ± 1.38
acc_norm 68.43 ± 1.36
arc_easy 0 acc 86.74 ± 0.70
acc_norm 81.73 ± 0.79
boolq 1 acc 87.34 ± 0.58
hellaswag 0 acc 69.53 ± 0.46
acc_norm 87.40 ± 0.33
openbookqa 0 acc 39.00 ± 2.18
acc_norm 50.00 ± 2.24
piqa 0 acc 83.51 ± 0.87
acc_norm 85.42 ± 0.82
winogrande 0 acc 81.53 ± 1.09

Average: 77.41%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 61.93 ± 1.70
mc2 77.41 ± 1.39

Average: 77.41%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.42 ± 3.59
bigbench_date_understanding 0 multiple_choice_grade 62.60 ± 2.52
bigbench_disambiguation_qa 0 multiple_choice_grade 54.65 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 22.56 ± 2.21
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 32.80 ± 2.10
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.43 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 60.33 ± 2.83
bigbench_movie_recommendation 0 multiple_choice_grade 51.20 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.80 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.85 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 55.80 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 38.28 ± 1.54
bigbench_snarks 0 multiple_choice_grade 73.48 ± 3.29
bigbench_sports_understanding 0 multiple_choice_grade 75.15 ± 1.38
bigbench_temporal_sequences 0 multiple_choice_grade 53.00 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.44 ± 1.20
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.54 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 60.33 ± 2.83

Average: 49.59%

Average score: 62.26%

Elapsed time: 05:55:39

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