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Created February 3, 2024 14:04
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Model AGIEval GPT4All TruthfulQA Bigbench Average
StableBeluga-7B 35.36 69.37 50.09 35.77 47.65

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 25.20 ± 2.73
acc_norm 25.59 ± 2.74
agieval_logiqa_en 0 acc 32.41 ± 1.84
acc_norm 32.87 ± 1.84
agieval_lsat_ar 0 acc 19.57 ± 2.62
acc_norm 17.83 ± 2.53
agieval_lsat_lr 0 acc 33.53 ± 2.09
acc_norm 36.08 ± 2.13
agieval_lsat_rc 0 acc 43.12 ± 3.03
acc_norm 43.12 ± 3.03
agieval_sat_en 0 acc 64.56 ± 3.34
acc_norm 62.62 ± 3.38
agieval_sat_en_without_passage 0 acc 39.81 ± 3.42
acc_norm 38.83 ± 3.40
agieval_sat_math 0 acc 25.45 ± 2.94
acc_norm 25.91 ± 2.96

Average: 35.36%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 49.40 ± 1.46
acc_norm 52.30 ± 1.46
arc_easy 0 acc 80.22 ± 0.82
acc_norm 78.24 ± 0.85
boolq 1 acc 82.69 ± 0.66
hellaswag 0 acc 58.32 ± 0.49
acc_norm 77.13 ± 0.42
openbookqa 0 acc 34.80 ± 2.13
acc_norm 43.80 ± 2.22
piqa 0 acc 78.78 ± 0.95
acc_norm 80.03 ± 0.93
winogrande 0 acc 71.43 ± 1.27

Average: 69.37%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 34.76 ± 1.67
mc2 50.09 ± 1.54

Average: 50.09%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 58.95 ± 3.58
bigbench_date_understanding 0 multiple_choice_grade 64.77 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 34.88 ± 2.97
bigbench_geometric_shapes 0 multiple_choice_grade 0.00 ± 0.00
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 25.60 ± 1.95
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 17.57 ± 1.44
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 42.00 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 29.40 ± 2.04
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 54.60 ± 1.11
bigbench_ruin_names 0 multiple_choice_grade 29.91 ± 2.17
bigbench_salient_translation_error_detection 0 multiple_choice_grade 29.66 ± 1.45
bigbench_snarks 0 multiple_choice_grade 61.88 ± 3.62
bigbench_sports_understanding 0 multiple_choice_grade 49.70 ± 1.59
bigbench_temporal_sequences 0 multiple_choice_grade 18.20 ± 1.22
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 19.52 ± 1.12
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 15.26 ± 0.86
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 42.00 ± 2.85

Average: 35.77%

Average score: 47.65%

Elapsed time: 01:22:36

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