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@mlabonne
Last active February 19, 2024 00:16
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Model AGIEval GPT4All TruthfulQA Bigbench Average
BeagleB-7B 45.19 77.75 73.19 49.88 61.5

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 38.25 ± 1.91
acc_norm 38.56 ± 1.91
agieval_lsat_ar 0 acc 24.35 ± 2.84
acc_norm 24.78 ± 2.85
agieval_lsat_lr 0 acc 52.55 ± 2.21
acc_norm 52.75 ± 2.21
agieval_lsat_rc 0 acc 65.80 ± 2.90
acc_norm 66.54 ± 2.88
agieval_sat_en 0 acc 80.58 ± 2.76
acc_norm 80.10 ± 2.79
agieval_sat_en_without_passage 0 acc 43.20 ± 3.46
acc_norm 42.72 ± 3.45
agieval_sat_math 0 acc 31.36 ± 3.14
acc_norm 30.45 ± 3.11

Average: 45.19%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 68.00 ± 1.36
acc_norm 69.37 ± 1.35
arc_easy 0 acc 87.88 ± 0.67
acc_norm 83.38 ± 0.76
boolq 1 acc 87.86 ± 0.57
hellaswag 0 acc 68.81 ± 0.46
acc_norm 86.99 ± 0.34
openbookqa 0 acc 39.60 ± 2.19
acc_norm 50.40 ± 2.24
piqa 0 acc 83.03 ± 0.88
acc_norm 85.20 ± 0.83
winogrande 0 acc 81.06 ± 1.10

Average: 77.75%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 58.51 ± 1.72
mc2 73.19 ± 1.45

Average: 73.19%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 57.37 ± 3.60
bigbench_date_understanding 0 multiple_choice_grade 63.96 ± 2.50
bigbench_disambiguation_qa 0 multiple_choice_grade 54.26 ± 3.11
bigbench_geometric_shapes 0 multiple_choice_grade 24.51 ± 2.27
exact_str_match 0.56 ± 0.39
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 34.00 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 25.14 ± 1.64
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.00 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 53.60 ± 2.23
bigbench_navigate 0 multiple_choice_grade 56.00 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 71.85 ± 1.01
bigbench_ruin_names 0 multiple_choice_grade 52.90 ± 2.36
bigbench_salient_translation_error_detection 0 multiple_choice_grade 43.19 ± 1.57
bigbench_snarks 0 multiple_choice_grade 71.82 ± 3.35
bigbench_sports_understanding 0 multiple_choice_grade 75.66 ± 1.37
bigbench_temporal_sequences 0 multiple_choice_grade 54.10 ± 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 18.11 ± 0.92
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 59.00 ± 2.84

Average: 49.88%

Average score: 61.5%

Elapsed time: 02:20:52

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