Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
Mistral-7B-Instruct-v0.2 | 38.5 | 71.64 | 66.82 | 42.29 | 54.81 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 23.62 | ± | 2.67 |
acc_norm | 22.05 | ± | 2.61 | ||
agieval_logiqa_en | 0 | acc | 36.10 | ± | 1.88 |
acc_norm | 36.56 | ± | 1.89 | ||
agieval_lsat_ar | 0 | acc | 21.30 | ± | 2.71 |
acc_norm | 19.13 | ± | 2.60 | ||
agieval_lsat_lr | 0 | acc | 38.24 | ± | 2.15 |
acc_norm | 38.04 | ± | 2.15 | ||
agieval_lsat_rc | 0 | acc | 52.79 | ± | 3.05 |
acc_norm | 49.81 | ± | 3.05 | ||
agieval_sat_en | 0 | acc | 68.93 | ± | 3.23 |
acc_norm | 67.96 | ± | 3.26 | ||
agieval_sat_en_without_passage | 0 | acc | 43.20 | ± | 3.46 |
acc_norm | 40.78 | ± | 3.43 | ||
agieval_sat_math | 0 | acc | 35.91 | ± | 3.24 |
acc_norm | 33.64 | ± | 3.19 |
Average: 38.5%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 54.61 | ± | 1.45 |
acc_norm | 55.97 | ± | 1.45 | ||
arc_easy | 0 | acc | 81.44 | ± | 0.80 |
acc_norm | 76.77 | ± | 0.87 | ||
boolq | 1 | acc | 85.26 | ± | 0.62 |
hellaswag | 0 | acc | 66.07 | ± | 0.47 |
acc_norm | 83.66 | ± | 0.37 | ||
openbookqa | 0 | acc | 35.40 | ± | 2.14 |
acc_norm | 45.20 | ± | 2.23 | ||
piqa | 0 | acc | 80.41 | ± | 0.93 |
acc_norm | 80.58 | ± | 0.92 | ||
winogrande | 0 | acc | 74.03 | ± | 1.23 |
Average: 71.64%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 52.39 | ± | 1.75 |
mc2 | 66.82 | ± | 1.52 |
Average: 66.82%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 54.21 | ± | 3.62 |
bigbench_date_understanding | 0 | multiple_choice_grade | 66.12 | ± | 2.47 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 40.70 | ± | 3.06 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 21.17 | ± | 2.16 |
exact_str_match | 9.47 | ± | 1.55 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 29.80 | ± | 2.05 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 20.57 | ± | 1.53 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 45.33 | ± | 2.88 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 34.20 | ± | 2.12 |
bigbench_navigate | 0 | multiple_choice_grade | 41.90 | ± | 1.56 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 60.55 | ± | 1.09 |
bigbench_ruin_names | 0 | multiple_choice_grade | 54.46 | ± | 2.36 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 35.17 | ± | 1.51 |
bigbench_snarks | 0 | multiple_choice_grade | 69.06 | ± | 3.45 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 65.62 | ± | 1.51 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 36.90 | ± | 1.53 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 22.40 | ± | 1.18 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 17.66 | ± | 0.91 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 45.33 | ± | 2.88 |
Average: 42.29%
Average score: 54.81% Elapsed time: 02:37:30