Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
MonaTrix-7B-DPOv2 | 45.63 | 76.98 | 78.63 | 50.18 | 62.86 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 29.92 | ± | 2.88 |
acc_norm | 27.17 | ± | 2.80 | ||
agieval_logiqa_en | 0 | acc | 39.94 | ± | 1.92 |
acc_norm | 39.17 | ± | 1.91 | ||
agieval_lsat_ar | 0 | acc | 24.78 | ± | 2.85 |
acc_norm | 25.22 | ± | 2.87 | ||
agieval_lsat_lr | 0 | acc | 52.16 | ± | 2.21 |
acc_norm | 52.94 | ± | 2.21 | ||
agieval_lsat_rc | 0 | acc | 67.66 | ± | 2.86 |
acc_norm | 66.91 | ± | 2.87 | ||
agieval_sat_en | 0 | acc | 78.16 | ± | 2.89 |
acc_norm | 78.16 | ± | 2.89 | ||
agieval_sat_en_without_passage | 0 | acc | 44.17 | ± | 3.47 |
acc_norm | 43.69 | ± | 3.46 | ||
agieval_sat_math | 0 | acc | 32.27 | ± | 3.16 |
acc_norm | 31.82 | ± | 3.15 |
Average: 45.63%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 67.24 | ± | 1.37 |
acc_norm | 68.26 | ± | 1.36 | ||
arc_easy | 0 | acc | 86.41 | ± | 0.70 |
acc_norm | 80.56 | ± | 0.81 | ||
boolq | 1 | acc | 87.52 | ± | 0.58 |
hellaswag | 0 | acc | 69.37 | ± | 0.46 |
acc_norm | 87.37 | ± | 0.33 | ||
openbookqa | 0 | acc | 39.40 | ± | 2.19 |
acc_norm | 47.80 | ± | 2.24 | ||
piqa | 0 | acc | 83.13 | ± | 0.87 |
acc_norm | 85.26 | ± | 0.83 | ||
winogrande | 0 | acc | 82.08 | ± | 1.08 |
Average: 76.98%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 62.79 | ± | 1.69 |
mc2 | 78.63 | ± | 1.36 |
Average: 78.63%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 61.05 | ± | 3.55 |
bigbench_date_understanding | 0 | multiple_choice_grade | 63.41 | ± | 2.51 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 55.43 | ± | 3.10 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 23.68 | ± | 2.25 |
exact_str_match | 1.95 | ± | 0.73 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 34.20 | ± | 2.12 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 22.86 | ± | 1.59 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 57.33 | ± | 2.86 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 53.20 | ± | 2.23 |
bigbench_navigate | 0 | multiple_choice_grade | 58.00 | ± | 1.56 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 70.90 | ± | 1.02 |
bigbench_ruin_names | 0 | multiple_choice_grade | 57.14 | ± | 2.34 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 41.28 | ± | 1.56 |
bigbench_snarks | 0 | multiple_choice_grade | 74.03 | ± | 3.27 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 74.75 | ± | 1.38 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 55.90 | ± | 1.57 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 23.44 | ± | 1.20 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 19.31 | ± | 0.94 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 57.33 | ± | 2.86 |
Average: 50.18%
Average score: 62.86%
Elapsed time: 03:09:41