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Created February 15, 2024 02:22
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Model AGIEval GPT4All TruthfulQA Bigbench Average
NeuralTrixlaser-bf16 44.43 77 79.33 49.9 62.66

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 26.38 ± 2.77
acc_norm 25.98 ± 2.76
agieval_logiqa_en 0 acc 38.40 ± 1.91
acc_norm 37.17 ± 1.90
agieval_lsat_ar 0 acc 23.48 ± 2.80
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 53.33 ± 2.21
acc_norm 55.10 ± 2.20
agieval_lsat_rc 0 acc 64.68 ± 2.92
acc_norm 64.31 ± 2.93
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 78.16 ± 2.89
agieval_sat_en_without_passage 0 acc 41.26 ± 3.44
acc_norm 40.78 ± 3.43
agieval_sat_math 0 acc 33.64 ± 3.19
acc_norm 30.45 ± 3.11

Average: 44.43%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 65.78 ± 1.39
acc_norm 67.92 ± 1.36
arc_easy 0 acc 85.35 ± 0.73
acc_norm 79.21 ± 0.83
boolq 1 acc 87.22 ± 0.58
hellaswag 0 acc 69.52 ± 0.46
acc_norm 87.46 ± 0.33
openbookqa 0 acc 39.80 ± 2.19
acc_norm 51.40 ± 2.24
piqa 0 acc 82.32 ± 0.89
acc_norm 84.11 ± 0.85
winogrande 0 acc 81.69 ± 1.09

Average: 77.0%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 64.50 ± 1.68
mc2 79.33 ± 1.34

Average: 79.33%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 61.05 ± 3.55
bigbench_date_understanding 0 multiple_choice_grade 60.98 ± 2.54
bigbench_disambiguation_qa 0 multiple_choice_grade 59.30 ± 3.06
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 32.20 ± 2.09
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.57 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 62.67 ± 2.80
bigbench_movie_recommendation 0 multiple_choice_grade 51.80 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.20 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 66.80 ± 1.05
bigbench_ruin_names 0 multiple_choice_grade 56.70 ± 2.34
bigbench_salient_translation_error_detection 0 multiple_choice_grade 40.78 ± 1.56
bigbench_snarks 0 multiple_choice_grade 72.93 ± 3.31
bigbench_sports_understanding 0 multiple_choice_grade 73.02 ± 1.41
bigbench_temporal_sequences 0 multiple_choice_grade 52.10 ± 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 19.49 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 62.67 ± 2.80

Average: 49.9%

Average score: 62.66%

Elapsed time: 01:35:53

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