Skip to content

Instantly share code, notes, and snippets.

@CultriX-Github
Created March 2, 2024 14:12
Show Gist options
  • Save CultriX-Github/5a067b3d1ed38135adca86821dc4a0f5 to your computer and use it in GitHub Desktop.
Save CultriX-Github/5a067b3d1ed38135adca86821dc4a0f5 to your computer and use it in GitHub Desktop.
Model AGIEval GPT4All TruthfulQA Bigbench Average
MergeCeption-7B-v1 45.27 77 77.66 50.3 62.56

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 27.95 ± 2.82
acc_norm 24.41 ± 2.70
agieval_logiqa_en 0 acc 38.10 ± 1.90
acc_norm 38.25 ± 1.91
agieval_lsat_ar 0 acc 26.09 ± 2.90
acc_norm 24.78 ± 2.85
agieval_lsat_lr 0 acc 54.31 ± 2.21
acc_norm 54.90 ± 2.21
agieval_lsat_rc 0 acc 66.17 ± 2.89
acc_norm 66.17 ± 2.89
agieval_sat_en 0 acc 77.67 ± 2.91
acc_norm 78.16 ± 2.89
agieval_sat_en_without_passage 0 acc 45.15 ± 3.48
acc_norm 43.69 ± 3.46
agieval_sat_math 0 acc 32.73 ± 3.17
acc_norm 31.82 ± 3.15

Average: 45.27%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 65.96 ± 1.38
acc_norm 67.92 ± 1.36
arc_easy 0 acc 86.87 ± 0.69
acc_norm 80.72 ± 0.81
boolq 1 acc 87.28 ± 0.58
hellaswag 0 acc 69.48 ± 0.46
acc_norm 87.29 ± 0.33
openbookqa 0 acc 39.80 ± 2.19
acc_norm 50.00 ± 2.24
piqa 0 acc 82.86 ± 0.88
acc_norm 84.44 ± 0.85
winogrande 0 acc 81.37 ± 1.09

Average: 77.0%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 62.91 ± 1.69
mc2 77.66 ± 1.38

Average: 77.66%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 60.53 ± 3.56
bigbench_date_understanding 0 multiple_choice_grade 64.50 ± 2.49
bigbench_disambiguation_qa 0 multiple_choice_grade 55.81 ± 3.10
bigbench_geometric_shapes 0 multiple_choice_grade 23.40 ± 2.24
exact_str_match 0.00 ± 0.00
bigbench_logical_deduction_five_objects 0 multiple_choice_grade 35.00 ± 2.14
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 24.86 ± 1.63
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 61.00 ± 2.82
bigbench_movie_recommendation 0 multiple_choice_grade 54.00 ± 2.23
bigbench_navigate 0 multiple_choice_grade 52.60 ± 1.58
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 69.05 ± 1.03
bigbench_ruin_names 0 multiple_choice_grade 56.92 ± 2.34
bigbench_salient_translation_error_detection 0 multiple_choice_grade 43.09 ± 1.57
bigbench_snarks 0 multiple_choice_grade 71.82 ± 3.35
bigbench_sports_understanding 0 multiple_choice_grade 75.96 ± 1.36
bigbench_temporal_sequences 0 multiple_choice_grade 53.10 ± 1.58
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 22.96 ± 1.19
bigbench_tracking_shuffled_objects_seven_objects 0 multiple_choice_grade 19.83 ± 0.95
bigbench_tracking_shuffled_objects_three_objects 0 multiple_choice_grade 61.00 ± 2.82

Average: 50.3%

Average score: 62.56%

Elapsed time: 02:07:19

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment