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Created March 2, 2024 06:45
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Model AGIEval GPT4All TruthfulQA Bigbench Average
TriFusionNexus-7b 44.72 76.88 78.56 49.47 62.41

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.17 ± 2.80
acc_norm 23.62 ± 2.67
agieval_logiqa_en 0 acc 39.78 ± 1.92
acc_norm 40.09 ± 1.92
agieval_lsat_ar 0 acc 23.91 ± 2.82
acc_norm 23.48 ± 2.80
agieval_lsat_lr 0 acc 52.94 ± 2.21
acc_norm 54.12 ± 2.21
agieval_lsat_rc 0 acc 66.54 ± 2.88
acc_norm 66.54 ± 2.88
agieval_sat_en 0 acc 76.70 ± 2.95
acc_norm 76.70 ± 2.95
agieval_sat_en_without_passage 0 acc 44.17 ± 3.47
acc_norm 43.20 ± 3.46
agieval_sat_math 0 acc 30.45 ± 3.11
acc_norm 30.00 ± 3.10

Average: 44.72%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.55 ± 1.38
acc_norm 68.00 ± 1.36
arc_easy 0 acc 85.86 ± 0.72
acc_norm 79.71 ± 0.83
boolq 1 acc 86.97 ± 0.59
hellaswag 0 acc 70.02 ± 0.46
acc_norm 87.44 ± 0.33
openbookqa 0 acc 39.40 ± 2.19
acc_norm 48.80 ± 2.24
piqa 0 acc 83.24 ± 0.87
acc_norm 85.31 ± 0.83
winogrande 0 acc 81.93 ± 1.08

Average: 76.88%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 63.65 ± 1.68
mc2 78.56 ± 1.37

Average: 78.56%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 59.47 ± 3.57
bigbench_date_understanding 0 multiple_choice_grade 63.14 ± 2.51
bigbench_disambiguation_qa 0 multiple_choice_grade 55.04 ± 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 33.00 ± 2.10
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.57 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 58.67 ± 2.85
bigbench_movie_recommendation 0 multiple_choice_grade 52.20 ± 2.24
bigbench_navigate 0 multiple_choice_grade 56.40 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 68.50 ± 1.04
bigbench_ruin_names 0 multiple_choice_grade 56.25 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 39.38 ± 1.55
bigbench_snarks 0 multiple_choice_grade 72.93 ± 3.31
bigbench_sports_understanding 0 multiple_choice_grade 75.05 ± 1.38
bigbench_temporal_sequences 0 multiple_choice_grade 53.00 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.56 ± 1.18
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 18.74 ± 0.93
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 58.67 ± 2.85

Average: 49.47%

Average score: 62.41%

Elapsed time: 02:05:25

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