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| Task name | Result | Metric |
|---|---|---|
| LCS | 0.166 | Accuracy |
| RCB | 0.568 / 0.513 | Accuracy F1 macro |
| USE | 0.125 | Grade norm |
| RWSD | 0.512 | Accuracy |
| PARus | 0.796 | Accuracy |
| ruTiE | 0.745 | Accuracy |
| MultiQ | 0.376 / 0.19 | F1 Exact match |
| CheGeKa | 0.212 / 0.137 | F1 Exact match |
| ruModAr | 0.444 | Exact match |
| MaMuRAMu | 0.696 | Accuracy |
| ruMultiAr | 0.245 | Exact match |
| ruCodeEval | 0 / 0 / 0 | Pass@k |
| MathLogicQA | 0.365 | Accuracy |
| ruWorldTree | 0.867 / 0.696 | Accuracy F1 macro |
| ruOpenBookQA | 0.75 / 0.602 | Accuracy F1 macro |
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| Task name | Result | Metric | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BPS | 0.966 | Accuracy | ||||||||||||||||||||||||
| ruMMLU | 0.561 | Accuracy | ||||||||||||||||||||||||
| SimpleAr | 0.974 | Exact match | ||||||||||||||||||||||||
| ruHumanEval | 0 / 0 / 0 | Pass@k | ||||||||||||||||||||||||
| ruHHH | 0.674 | |||||||||||||||||||||||||
| ruHateSpeech | 0.721 | |||||||||||||||||||||||||
| ruDetox | 0.232 | |||||||||||||||||||||||||
| ruEthics |
|
| Model, team | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 8_0 | 8_1 | 8_2 | 8_3 | 8_4 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.4 | 0.167 | 0.733 | 0.167 | 0 | 0.267 | 0.067 | - | 0 | 0 | 0.033 | 0.1 | 0.067 | 0.133 | 0.067 | 0.2 | 0.067 | 0 | 0 | 0 | 0.033 | 0.3 | 0.133 | 0.033 | 0.033 | 0.183 | 0 | 0.067 | 0.067 | 0.033 | 0.167 |
| Model, team | Honest | Helpful | Harmless |
|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.639 | 0.763 | 0.621 |
| Model, team | Anatomy | Virology | Astronomy | Marketing | Nutrition | Sociology | Management | Philosophy | Prehistory | Human aging | Econometrics | Formal logic | Global facts | Jurisprudence | Miscellaneous | Moral disputes | Business ethics | Biology (college) | Physics (college) | Human Sexuality | Moral scenarios | World religions | Abstract algebra | Medicine (college) | Machine learning | Medical genetics | Professional law | PR | Security studies | Chemistry (школьная) | Computer security | International law | Logical fallacies | Politics | Clinical knowledge | Conceptual_physics | Math (college) | Biology (high school) | Physics (high school) | Chemistry (high school) | Geography (high school) | Professional medicine | Electrical engineering | Elementary mathematics | Psychology (high school) | Statistics (high school) | History (high school) | Math (high school) | Professional accounting | Professional psychology | Computer science (college) | World history (high school) | Macroeconomics | Microeconomics | Computer science (high school) | European history | Government and politics |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.489 | 0.494 | 0.664 | 0.748 | 0.637 | 0.766 | 0.68 | 0.605 | 0.673 | 0.556 | 0.43 | 0.381 | 0.29 | 0.694 | 0.716 | 0.633 | 0.63 | 0.653 | 0.4 | 0.71 | 0.299 | 0.772 | 0.29 | 0.642 | 0.411 | 0.66 | 0.4 | 0.574 | 0.71 | 0.46 | 0.68 | 0.777 | 0.54 | 0.768 | 0.589 | 0.551 | 0.32 | 0.719 | 0.344 | 0.478 | 0.737 | 0.566 | 0.524 | 0.488 | 0.738 | 0.463 | 0.794 | 0.33 | 0.376 | 0.551 | 0.53 | 0.793 | 0.521 | 0.584 | 0.69 | 0.733 | 0.736 |
| Model, team | SIM | FL | STA |
|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.537 | 0.629 | 0.718 |
| Model, team | Anatomy | Virology | Astronomy | Marketing | Nutrition | Sociology | Managment | Philosophy | Pre-History | Gerontology | Econometrics | Formal logic | Global facts | Jurisprudence | Miscellaneous | Moral disputes | Business ethics | Bilology (college) | Physics (college) | Human sexuality | Moral scenarios | World religions | Abstract algebra | Medicine (college) | Machine Learning | Genetics | Professional law | PR | Security | Chemistry (college) | Computer security | International law | Logical fallacies | Politics | Clinical knowledge | Conceptual physics | Math (college) | Biology (high school) | Physics (high school) | Chemistry (high school) | Geography (high school) | Professional medicine | Electrical Engineering | Elementary mathematics | Psychology (high school) | Statistics (high school) | History (high school) | Math (high school) | Professional Accounting | Professional psychology | Computer science (college) | World history (high school) | Macroeconomics | Microeconomics | Computer science (high school) | Europe History | Government and politics |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.489 | 0.733 | 0.533 | 0.602 | 0.763 | 0.759 | 0.552 | 0.702 | 0.846 | 0.585 | 0.731 | 0.6 | 0.558 | 0.667 | 0.708 | 0.58 | 0.673 | 0.711 | 0.491 | 0.825 | 0.421 | 0.78 | 0.622 | 0.728 | 0.578 | 0.742 | 0.628 | 0.702 | 0.93 | 0.733 | 0.822 | 0.744 | 0.688 | 0.842 | 0.682 | 0.75 | 0.644 | 0.8 | 0.439 | 0.6 | 0.8 | 0.714 | 0.778 | 0.689 | 0.914 | 0.822 | 0.862 | 0.75 | 0.708 | 0.842 | 0.8 | 0.725 | 0.772 | 0.584 | 0.605 | 0.637 | 0.778 |
| Model, team | Virtue | Law | Moral | Justice | Utilitarianism |
|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.303 | 0.316 | 0.343 | 0.303 | 0.262 |
| Model, team | Virtue | Law | Moral | Justice | Utilitarianism |
|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.348 | 0.339 | 0.361 | 0.297 | 0.306 |
| Model, team | Virtue | Law | Moral | Justice | Utilitarianism |
|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.398 | 0.374 | 0.417 | 0.346 | 0.334 |
| Model, team | Women | Men | LGBT | Nationalities | Migrants | Other |
|---|---|---|---|---|---|---|
|
Mixtral-8x7B-Instruct-v0.1
MERA |
0.722 | 0.571 | 0.765 | 0.757 | 0.714 | 0.77 |