Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
zephyr-7b-beta | 37.33 | 71.83 | 55.1 | 39.7 | 50.99 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 21.26 | ± | 2.57 |
acc_norm | 20.47 | ± | 2.54 | ||
agieval_logiqa_en | 0 | acc | 33.33 | ± | 1.85 |
acc_norm | 35.48 | ± | 1.88 | ||
agieval_lsat_ar | 0 | acc | 23.04 | ± | 2.78 |
acc_norm | 23.91 | ± | 2.82 | ||
agieval_lsat_lr | 0 | acc | 41.76 | ± | 2.19 |
acc_norm | 40.20 | ± | 2.17 | ||
agieval_lsat_rc | 0 | acc | 48.70 | ± | 3.05 |
acc_norm | 46.10 | ± | 3.04 | ||
agieval_sat_en | 0 | acc | 60.19 | ± | 3.42 |
acc_norm | 59.71 | ± | 3.43 | ||
agieval_sat_en_without_passage | 0 | acc | 45.63 | ± | 3.48 |
acc_norm | 43.20 | ± | 3.46 | ||
agieval_sat_math | 0 | acc | 31.82 | ± | 3.15 |
acc_norm | 29.55 | ± | 3.08 |
Average: 37.33%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 57.17 | ± | 1.45 |
acc_norm | 60.15 | ± | 1.43 | ||
arc_easy | 0 | acc | 81.36 | ± | 0.80 |
acc_norm | 79.00 | ± | 0.84 | ||
boolq | 1 | acc | 84.95 | ± | 0.63 |
hellaswag | 0 | acc | 63.96 | ± | 0.48 |
acc_norm | 82.10 | ± | 0.38 | ||
openbookqa | 0 | acc | 32.60 | ± | 2.10 |
acc_norm | 42.80 | ± | 2.21 | ||
piqa | 0 | acc | 81.12 | ± | 0.91 |
acc_norm | 81.28 | ± | 0.91 | ||
winogrande | 0 | acc | 72.53 | ± | 1.25 |
Average: 71.83%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 38.8 | ± | 1.71 |
mc2 | 55.1 | ± | 1.58 |
Average: 55.1%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 57.89 | ± | 3.59 |
bigbench_date_understanding | 0 | multiple_choice_grade | 70.73 | ± | 2.37 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 50.00 | ± | 3.12 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 18.66 | ± | 2.06 |
exact_str_match | 6.69 | ± | 1.32 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 24.60 | ± | 1.93 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 18.00 | ± | 1.45 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 44.00 | ± | 2.87 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 31.00 | ± | 2.07 |
bigbench_navigate | 0 | multiple_choice_grade | 54.80 | ± | 1.57 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 65.00 | ± | 1.07 |
bigbench_ruin_names | 0 | multiple_choice_grade | 31.47 | ± | 2.20 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 22.04 | ± | 1.31 |
bigbench_snarks | 0 | multiple_choice_grade | 52.49 | ± | 3.72 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 59.13 | ± | 1.57 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 31.40 | ± | 1.47 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 22.64 | ± | 1.18 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 16.69 | ± | 0.89 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 44.00 | ± | 2.87 |
Average: 39.7%
Average score: 50.99%