Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
Monarch-7B-dare | 45.16 | 77.22 | 77.98 | 49.95 | 62.58 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 28.35 | ± | 2.83 |
acc_norm | 26.38 | ± | 2.77 | ||
agieval_logiqa_en | 0 | acc | 38.71 | ± | 1.91 |
acc_norm | 38.56 | ± | 1.91 | ||
agieval_lsat_ar | 0 | acc | 24.78 | ± | 2.85 |
acc_norm | 23.48 | ± | 2.80 | ||
agieval_lsat_lr | 0 | acc | 53.73 | ± | 2.21 |
acc_norm | 54.51 | ± | 2.21 | ||
agieval_lsat_rc | 0 | acc | 65.06 | ± | 2.91 |
acc_norm | 66.54 | ± | 2.88 | ||
agieval_sat_en | 0 | acc | 78.16 | ± | 2.89 |
acc_norm | 78.64 | ± | 2.86 | ||
agieval_sat_en_without_passage | 0 | acc | 43.69 | ± | 3.46 |
acc_norm | 42.72 | ± | 3.45 | ||
agieval_sat_math | 0 | acc | 33.18 | ± | 3.18 |
acc_norm | 30.45 | ± | 3.11 |
Average: 45.16%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 66.98 | ± | 1.37 |
acc_norm | 68.26 | ± | 1.36 | ||
arc_easy | 0 | acc | 86.53 | ± | 0.70 |
acc_norm | 81.31 | ± | 0.80 | ||
boolq | 1 | acc | 87.37 | ± | 0.58 |
hellaswag | 0 | acc | 69.25 | ± | 0.46 |
acc_norm | 87.21 | ± | 0.33 | ||
openbookqa | 0 | acc | 39.00 | ± | 2.18 |
acc_norm | 49.40 | ± | 2.24 | ||
piqa | 0 | acc | 83.62 | ± | 0.86 |
acc_norm | 86.02 | ± | 0.81 | ||
winogrande | 0 | acc | 80.98 | ± | 1.10 |
Average: 77.22%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 62.79 | ± | 1.69 |
mc2 | 77.98 | ± | 1.37 |
Average: 77.98%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 60.00 | ± | 3.56 |
bigbench_date_understanding | 0 | multiple_choice_grade | 63.14 | ± | 2.51 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 56.20 | ± | 3.09 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 22.84 | ± | 2.22 |
exact_str_match | 0.56 | ± | 0.39 | ||
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 | 60.00 | ± | 2.83 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 51.60 | ± | 2.24 |
bigbench_navigate | 0 | multiple_choice_grade | 56.20 | ± | 1.57 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 69.65 | ± | 1.03 |
bigbench_ruin_names | 0 | multiple_choice_grade | 55.13 | ± | 2.35 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 39.48 | ± | 1.55 |
bigbench_snarks | 0 | multiple_choice_grade | 73.48 | ± | 3.29 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 75.66 | ± | 1.37 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 54.40 | ± | 1.58 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 23.20 | ± | 1.19 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 20.46 | ± | 0.96 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 60.00 | ± | 2.83 |
Average: 49.95%
Average score: 62.58%
Elapsed time: 04:01:16