Model | AGIEval | GPT4All | TruthfulQA | Bigbench | Average |
---|---|---|---|---|---|
Starling-LM-7B-alpha | 42.06 | 72.72 | 47.33 | 42.53 | 51.16 |
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
agieval_aqua_rat | 0 | acc | 24.80 | ± | 2.72 |
acc_norm | 25.98 | ± | 2.76 | ||
agieval_logiqa_en | 0 | acc | 38.25 | ± | 1.91 |
acc_norm | 39.78 | ± | 1.92 | ||
agieval_lsat_ar | 0 | acc | 25.22 | ± | 2.87 |
acc_norm | 23.48 | ± | 2.80 | ||
agieval_lsat_lr | 0 | acc | 48.43 | ± | 2.22 |
acc_norm | 45.69 | ± | 2.21 | ||
agieval_lsat_rc | 0 | acc | 60.22 | ± | 2.99 |
acc_norm | 57.62 | ± | 3.02 | ||
agieval_sat_en | 0 | acc | 76.21 | ± | 2.97 |
acc_norm | 72.82 | ± | 3.11 | ||
agieval_sat_en_without_passage | 0 | acc | 41.26 | ± | 3.44 |
acc_norm | 38.35 | ± | 3.40 | ||
agieval_sat_math | 0 | acc | 39.55 | ± | 3.30 |
acc_norm | 32.73 | ± | 3.17 |
Average: 42.06%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
arc_challenge | 0 | acc | 57.08 | ± | 1.45 |
acc_norm | 60.24 | ± | 1.43 | ||
arc_easy | 0 | acc | 83.59 | ± | 0.76 |
acc_norm | 81.90 | ± | 0.79 | ||
boolq | 1 | acc | 86.79 | ± | 0.59 |
hellaswag | 0 | acc | 64.26 | ± | 0.48 |
acc_norm | 82.22 | ± | 0.38 | ||
openbookqa | 0 | acc | 29.40 | ± | 2.04 |
acc_norm | 41.60 | ± | 2.21 | ||
piqa | 0 | acc | 81.56 | ± | 0.90 |
acc_norm | 83.57 | ± | 0.86 | ||
winogrande | 0 | acc | 72.69 | ± | 1.25 |
Average: 72.72%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
truthfulqa_mc | 1 | mc1 | 31.58 | ± | 1.63 |
mc2 | 47.33 | ± | 1.52 |
Average: 47.33%
Task | Version | Metric | Value | Stderr | |
---|---|---|---|---|---|
bigbench_causal_judgement | 0 | multiple_choice_grade | 62.11 | ± | 3.53 |
bigbench_date_understanding | 0 | multiple_choice_grade | 64.23 | ± | 2.50 |
bigbench_disambiguation_qa | 0 | multiple_choice_grade | 50.39 | ± | 3.12 |
bigbench_geometric_shapes | 0 | multiple_choice_grade | 20.06 | ± | 2.12 |
exact_str_match | 4.46 | ± | 1.09 | ||
bigbench_logical_deduction_five_objects | 0 | multiple_choice_grade | 27.60 | ± | 2.00 |
bigbench_logical_deduction_seven_objects | 0 | multiple_choice_grade | 18.43 | ± | 1.47 |
bigbench_logical_deduction_three_objects | 0 | multiple_choice_grade | 50.00 | ± | 2.89 |
bigbench_movie_recommendation | 0 | multiple_choice_grade | 36.60 | ± | 2.16 |
bigbench_navigate | 0 | multiple_choice_grade | 50.50 | ± | 1.58 |
bigbench_reasoning_about_colored_objects | 0 | multiple_choice_grade | 66.95 | ± | 1.05 |
bigbench_ruin_names | 0 | multiple_choice_grade | 49.11 | ± | 2.36 |
bigbench_salient_translation_error_detection | 0 | multiple_choice_grade | 15.03 | ± | 1.13 |
bigbench_snarks | 0 | multiple_choice_grade | 68.51 | ± | 3.46 |
bigbench_sports_understanding | 0 | multiple_choice_grade | 65.21 | ± | 1.52 |
bigbench_temporal_sequences | 0 | multiple_choice_grade | 30.90 | ± | 1.46 |
bigbench_tracking_shuffled_objects_five_objects | 0 | multiple_choice_grade | 23.20 | ± | 1.19 |
bigbench_tracking_shuffled_objects_seven_objects | 0 | multiple_choice_grade | 16.80 | ± | 0.89 |
bigbench_tracking_shuffled_objects_three_objects | 0 | multiple_choice_grade | 50.00 | ± | 2.89 |
Average: 42.53%
Average score: 51.16%