Model | AGIEval | GPT4ALL | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
Marcoro14-7B-slerp | 44.66 | 76.24 | 64.15 | 45.64 | 57.67 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 26.38 | ± | 2.77 |
acc_norm | 24.41 | ± | 2.70 | ||
agieval_logiqa_en | 0 | acc | 38.25 | ± | 1.91 |
acc_norm | 39.32 | ± | 1.92 | ||
agieval_lsat_ar | 0 | acc | 24.35 | ± | 2.84 |
acc_norm | 25.22 | ± | 2.87 | ||
agieval_lsat_lr | 0 | acc | 50.00 | ± | 2.22 |
acc_norm | 50.59 | ± | 2.22 | ||
agieval_lsat_rc | 0 | acc | 62.83 | ± | 2.95 |
acc_norm | 62.08 | ± | 2.96 | ||
agieval_sat_en | 0 | acc | 79.61 | ± | 2.81 |
acc_norm | 79.61 | ± | 2.81 | ||
agieval_sat_en_without_passage | 0 | acc | 45.15 | ± | 3.48 |
acc_norm | 45.63 | ± | 3.48 | ||
agieval_sat_math | 0 | acc | 33.18 | ± | 3.18 |
acc_norm | 30.45 | ± | 3.11 |
Average: 44.66%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 63.91 | ± | 1.40 |
acc_norm | 64.93 | ± | 1.39 | ||
arc_easy | 0 | acc | 86.07 | ± | 0.71 |
acc_norm | 83.75 | ± | 0.76 | ||
boolq | 1 | acc | 88.56 | ± | 0.56 |
hellaswag | 0 | acc | 67.31 | ± | 0.47 |
acc_norm | 85.28 | ± | 0.35 | ||
openbookqa | 0 | acc | 36.40 | ± | 2.15 |
acc_norm | 48.20 | ± | 2.24 | ||
piqa | 0 | acc | 82.59 | ± | 0.88 |
acc_norm | 84.39 | ± | 0.85 | ||
winogrande | 0 | acc | 78.53 | ± | 1.15 |
Average: 76.24%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 46.88 | ± | 1.75 |
mc2 | 64.15 | ± | 1.52 |
Average: 64.15%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 56.32 | ± | 3.61 |
bigbench_date_understanding | 0 | multiple_choice_grade | 66.40 | ± | 2.46 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 45.35 | ± | 3.11 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 20.33 | ± | 2.13 |
exact_str_match | 4.74 | ± | 1.12 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 30.00 | ± | 2.05 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 21.43 | ± | 1.55 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 52.33 | ± | 2.89 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 39.20 | ± | 2.19 |
bigbench_navigate | 0 | multiple_choice_grade | 53.90 | ± | 1.58 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 72.15 | ± | 1.00 |
bigbench_ruin_names | 0 | multiple_choice_grade | 52.46 | ± | 2.36 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 25.75 | ± | 1.38 |
bigbench_snarks | 0 | multiple_choice_grade | 72.38 | ± | 3.33 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 73.63 | ± | 1.40 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 45.70 | ± | 1.58 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 23.44 | ± | 1.20 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 18.51 | ± | 0.93 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 52.33 | ± | 2.89 |
Average: 45.64%
Average score: 57.67%