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Created February 14, 2024 04:47
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Model AGIEval GPT4All TruthfulQA Bigbench Average
OGNO-7B 45.07 77.28 76.91 49.12 62.09

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.56 ± 2.81
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 39.78 ± 1.92
acc_norm 40.09 ± 1.92
agieval_lsat_ar 0 acc 26.52 ± 2.92
acc_norm 24.35 ± 2.84
agieval_lsat_lr 0 acc 53.92 ± 2.21
acc_norm 54.31 ± 2.21
agieval_lsat_rc 0 acc 65.80 ± 2.90
acc_norm 65.80 ± 2.90
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 78.64 ± 2.86
agieval_sat_en_without_passage 0 acc 43.69 ± 3.46
acc_norm 42.23 ± 3.45
agieval_sat_math 0 acc 32.27 ± 3.16
acc_norm 29.55 ± 3.08

Average: 45.07%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 67.24 ± 1.37
acc_norm 67.66 ± 1.37
arc_easy 0 acc 86.62 ± 0.70
acc_norm 80.22 ± 0.82
boolq 1 acc 87.58 ± 0.58
hellaswag 0 acc 70.05 ± 0.46
acc_norm 87.49 ± 0.33
openbookqa 0 acc 40.20 ± 2.19
acc_norm 50.00 ± 2.24
piqa 0 acc 83.46 ± 0.87
acc_norm 85.42 ± 0.82
winogrande 0 acc 82.56 ± 1.07

Average: 77.28%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 61.44 ± 1.70
mc2 76.91 ± 1.39

Average: 76.91%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.00 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 62.06 ± 2.53
bigbench_disambiguation_qa 0 multiple_choice_grade 55.43 ± 3.10
bigbench_geometric_shapes 0 multiple_choice_grade 22.84 ± 2.22
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 33.20 ± 2.11
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 22.86 ± 1.59
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 49.80 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.20 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.40 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 53.57 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 38.18 ± 1.54
bigbench_snarks 0 multiple_choice_grade 73.48 ± 3.29
bigbench_sports_understanding 0 multiple_choice_grade 75.56 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 51.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.88 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.66 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 49.12%

Average score: 62.09%

Elapsed time: 03:05:18

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