Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
NeuralTrix-7B-dpo | 44.61 | 76.33 | 79.8 | 49.24 | 62.5 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 27.17 | ± | 2.80 |
acc_norm | 24.80 | ± | 2.72 | ||
agieval_logiqa_en | 0 | acc | 37.79 | ± | 1.90 |
acc_norm | 37.63 | ± | 1.90 | ||
agieval_lsat_ar | 0 | acc | 25.22 | ± | 2.87 |
acc_norm | 25.22 | ± | 2.87 | ||
agieval_lsat_lr | 0 | acc | 52.94 | ± | 2.21 |
acc_norm | 55.29 | ± | 2.20 | ||
agieval_lsat_rc | 0 | acc | 64.68 | ± | 2.92 |
acc_norm | 65.43 | ± | 2.91 | ||
agieval_sat_en | 0 | acc | 76.70 | ± | 2.95 |
acc_norm | 78.16 | ± | 2.89 | ||
agieval_sat_en_without_passage | 0 | acc | 41.75 | ± | 3.44 |
acc_norm | 40.78 | ± | 3.43 | ||
agieval_sat_math | 0 | acc | 31.82 | ± | 3.15 |
acc_norm | 29.55 | ± | 3.08 |
Average: 44.61%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 64.93 | ± | 1.39 |
acc_norm | 66.89 | ± | 1.38 | ||
arc_easy | 0 | acc | 84.47 | ± | 0.74 |
acc_norm | 77.40 | ± | 0.86 | ||
boolq | 1 | acc | 86.97 | ± | 0.59 |
hellaswag | 0 | acc | 69.06 | ± | 0.46 |
acc_norm | 87.21 | ± | 0.33 | ||
openbookqa | 0 | acc | 41.20 | ± | 2.20 |
acc_norm | 50.60 | ± | 2.24 | ||
piqa | 0 | acc | 82.26 | ± | 0.89 |
acc_norm | 83.57 | ± | 0.86 | ||
winogrande | 0 | acc | 81.69 | ± | 1.09 |
Average: 76.33%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 63.77 | ± | 1.68 |
mc2 | 79.80 | ± | 1.34 |
Average: 79.8%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 60.53 | ± | 3.56 |
bigbench_date_understanding | 0 | multiple_choice_grade | 61.52 | ± | 2.54 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 60.47 | ± | 3.05 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 23.12 | ± | 2.23 |
exact_str_match | 0.00 | ± | 0.00 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 32.40 | ± | 2.10 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 22.86 | ± | 1.59 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 60.33 | ± | 2.83 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 51.40 | ± | 2.24 |
bigbench_navigate | 0 | multiple_choice_grade | 54.70 | ± | 1.57 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 66.10 | ± | 1.06 |
bigbench_ruin_names | 0 | multiple_choice_grade | 54.91 | ± | 2.35 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 39.38 | ± | 1.55 |
bigbench_snarks | 0 | multiple_choice_grade | 71.82 | ± | 3.35 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 72.72 | ± | 1.42 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 51.00 | ± | 1.58 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 23.36 | ± | 1.20 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 19.43 | ± | 0.95 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 60.33 | ± | 2.83 |
Average: 49.24%
Average score: 62.5%
Elapsed time: 01:21:31