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Created March 2, 2024 13:28
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Model AGIEval GPT4All TruthfulQA Bigbench Average
MergeCeption-7B-v2 42.38 67.83 66.6 40.94 54.44

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 22.05 ± 2.61
acc_norm 23.62 ± 2.67
agieval_logiqa_en 0 acc 31.64 ± 1.82
acc_norm 34.25 ± 1.86
agieval_lsat_ar 0 acc 28.26 ± 2.98
acc_norm 24.35 ± 2.84
agieval_lsat_lr 0 acc 48.24 ± 2.21
acc_norm 49.80 ± 2.22
agieval_lsat_rc 0 acc 62.08 ± 2.96
acc_norm 62.83 ± 2.95
agieval_sat_en 0 acc 73.30 ± 3.09
acc_norm 71.84 ± 3.14
agieval_sat_en_without_passage 0 acc 39.32 ± 3.41
acc_norm 37.38 ± 3.38
agieval_sat_math 0 acc 38.64 ± 3.29
acc_norm 35.00 ± 3.22

Average: 42.38%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 43.69 ± 1.45
acc_norm 50.68 ± 1.46
arc_easy 0 acc 58.63 ± 1.01
acc_norm 56.23 ± 1.02
boolq 1 acc 83.73 ± 0.65
hellaswag 0 acc 70.84 ± 0.45
acc_norm 83.43 ± 0.37
openbookqa 0 acc 35.60 ± 2.14
acc_norm 46.20 ± 2.23
piqa 0 acc 73.78 ± 1.03
acc_norm 74.97 ± 1.01
winogrande 0 acc 79.56 ± 1.13

Average: 67.83%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 43.21 ± 1.73
mc2 66.60 ± 1.60

Average: 66.6%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 55.79 ± 3.61
bigbench_date_understanding 0 multiple_choice_grade 45.53 ± 2.60
bigbench_disambiguation_qa 0 multiple_choice_grade 55.81 ± 3.10
bigbench_geometric_shapes 0 multiple_choice_grade 24.79 ± 2.28
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 28.40 ± 2.02
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 19.14 ± 1.49
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 48.00 ± 2.89
bigbench_movie_recommendation 0 multiple_choice_grade 27.40 ± 2.00
bigbench_navigate 0 multiple_choice_grade 50.00 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 27.80 ± 1.00
bigbench_ruin_names 0 multiple_choice_grade 53.79 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 34.07 ± 1.50
bigbench_snarks 0 multiple_choice_grade 75.69 ± 3.20
bigbench_sports_understanding 0 multiple_choice_grade 72.31 ± 1.43
bigbench_temporal_sequences 0 multiple_choice_grade 29.90 ± 1.45
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.88 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 17.54 ± 0.91
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 48.00 ± 2.89

Average: 40.94%

Average score: 54.44%

Elapsed time: 01:41:42

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