Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
Monarch-7B | 45.48 | 77.07 | 78.04 | 50.14 | 62.68 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 27.56 | ± | 2.81 |
acc_norm | 25.98 | ± | 2.76 | ||
agieval_logiqa_en | 0 | acc | 38.56 | ± | 1.91 |
acc_norm | 38.40 | ± | 1.91 | ||
agieval_lsat_ar | 0 | acc | 23.48 | ± | 2.80 |
acc_norm | 23.91 | ± | 2.82 | ||
agieval_lsat_lr | 0 | acc | 53.14 | ± | 2.21 |
acc_norm | 53.53 | ± | 2.21 | ||
agieval_lsat_rc | 0 | acc | 67.29 | ± | 2.87 |
acc_norm | 66.91 | ± | 2.87 | ||
agieval_sat_en | 0 | acc | 78.64 | ± | 2.86 |
acc_norm | 79.13 | ± | 2.84 | ||
agieval_sat_en_without_passage | 0 | acc | 44.66 | ± | 3.47 |
acc_norm | 44.17 | ± | 3.47 | ||
agieval_sat_math | 0 | acc | 34.09 | ± | 3.20 |
acc_norm | 31.82 | ± | 3.15 |
Average: 45.48%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 66.38 | ± | 1.38 |
acc_norm | 68.17 | ± | 1.36 | ||
arc_easy | 0 | acc | 86.66 | ± | 0.70 |
acc_norm | 81.14 | ± | 0.80 | ||
boolq | 1 | acc | 87.43 | ± | 0.58 |
hellaswag | 0 | acc | 69.28 | ± | 0.46 |
acc_norm | 87.33 | ± | 0.33 | ||
openbookqa | 0 | acc | 38.80 | ± | 2.18 |
acc_norm | 49.80 | ± | 2.24 | ||
piqa | 0 | acc | 82.97 | ± | 0.88 |
acc_norm | 84.60 | ± | 0.84 | ||
winogrande | 0 | acc | 80.98 | ± | 1.10 |
Average: 77.07%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 63.04 | ± | 1.69 |
mc2 | 78.04 | ± | 1.38 |
Average: 78.04%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 60.00 | ± | 3.56 |
bigbench_date_understanding | 0 | multiple_choice_grade | 61.79 | ± | 2.53 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 54.26 | ± | 3.11 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 23.96 | ± | 2.26 |
exact_str_match | 0.00 | ± | 0.00 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 34.00 | ± | 2.12 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 24.57 | ± | 1.63 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 60.00 | ± | 2.83 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 55.20 | ± | 2.23 |
bigbench_navigate | 0 | multiple_choice_grade | 57.00 | ± | 1.57 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 69.50 | ± | 1.03 |
bigbench_ruin_names | 0 | multiple_choice_grade | 55.58 | ± | 2.35 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 41.08 | ± | 1.56 |
bigbench_snarks | 0 | multiple_choice_grade | 72.93 | ± | 3.31 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 76.06 | ± | 1.36 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 54.00 | ± | 1.58 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 23.52 | ± | 1.20 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 19.14 | ± | 0.94 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 60.00 | ± | 2.83 |
Average: 50.14%
Average score: 62.68%
Elapsed time: 02:55:19