Skip to content

Instantly share code, notes, and snippets.

@CultriX-Github
Created April 11, 2024 14:51
Show Gist options
  • Save CultriX-Github/c949b98d93b37751d295f00bbce9d8d8 to your computer and use it in GitHub Desktop.
Save CultriX-Github/c949b98d93b37751d295f00bbce9d8d8 to your computer and use it in GitHub Desktop.
Model AGIEval GPT4All TruthfulQA Bigbench Average
AlphaCeption-7B-v1 45.22 76.94 78.87 50.19 62.8

AGIEval

Task Version Metric Value Stderr
agieval_aqua_rat 0 acc 28.74 ± 2.85
acc_norm 26.77 ± 2.78
agieval_logiqa_en 0 acc 38.40 ± 1.91
acc_norm 37.94 ± 1.90
agieval_lsat_ar 0 acc 24.78 ± 2.85
acc_norm 22.17 ± 2.75
agieval_lsat_lr 0 acc 52.35 ± 2.21
acc_norm 52.94 ± 2.21
agieval_lsat_rc 0 acc 65.80 ± 2.90
acc_norm 67.29 ± 2.87
agieval_sat_en 0 acc 78.64 ± 2.86
acc_norm 78.16 ± 2.89
agieval_sat_en_without_passage 0 acc 45.63 ± 3.48
acc_norm 45.15 ± 3.48
agieval_sat_math 0 acc 33.64 ± 3.19
acc_norm 31.36 ± 3.14

Average: 45.22%

GPT4All

Task Version Metric Value Stderr
arc_challenge 0 acc 66.04 ± 1.38
acc_norm 67.83 ± 1.37
arc_easy 0 acc 86.32 ± 0.71
acc_norm 80.30 ± 0.82
boolq 1 acc 87.09 ± 0.59
hellaswag 0 acc 69.65 ± 0.46
acc_norm 87.43 ± 0.33
openbookqa 0 acc 39.40 ± 2.19
acc_norm 50.00 ± 2.24
piqa 0 acc 83.03 ± 0.88
acc_norm 84.98 ± 0.83
winogrande 0 acc 80.90 ± 1.10

Average: 76.94%

TruthfulQA

Task Version Metric Value Stderr
truthfulqa_mc 1 mc1 63.04 ± 1.69
mc2 78.87 ± 1.36

Average: 78.87%

Bigbench

Task Version Metric Value Stderr
bigbench_causal_judgement 0 multiple_choice_grade 61.05 ± 3.55
bigbench_date_understanding 0 multiple_choice_grade 62.87 ± 2.52
bigbench_disambiguation_qa 0 multiple_choice_grade 55.04 ± 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 33.80 ± 2.12
bigbench_logical_deduction_seven_objects 0 multiple_choice_grade 23.86 ± 1.61
bigbench_logical_deduction_three_objects 0 multiple_choice_grade 59.67 ± 2.84
bigbench_movie_recommendation 0 multiple_choice_grade 56.40 ± 2.22
bigbench_navigate 0 multiple_choice_grade 55.20 ± 1.57
bigbench_reasoning_about_colored_objects 0 multiple_choice_grade 68.70 ± 1.04
bigbench_ruin_names 0 multiple_choice_grade 56.47 ± 2.35
bigbench_salient_translation_error_detection 0 multiple_choice_grade 41.08 ± 1.56
bigbench_snarks 0 multiple_choice_grade 73.48 ± 3.29
bigbench_sports_understanding 0 multiple_choice_grade 75.15 ± 1.38
bigbench_temporal_sequences 0 multiple_choice_grade 54.90 ± 1.57
bigbench_tracking_shuffled_objects_five_objects 0 multiple_choice_grade 23.28 ± 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 59.67 ± 2.84

Average: 50.19%

Average score: 62.8%

Elapsed time: 02:16:19

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