metadata
license: mit
task_categories:
- sentence-similarity
language:
- ru
tags:
- biology
- medical
- science
- sentence_similarity
- benchmark
- evaluation
size_categories:
- n<1K
Это переведенная на русский язык версия mteb/biosses-sts - Biomedical Semantic Similarity Estimation.
Метрики некоторых моделей ( через косинусное сходство):
| Модель (cls-pooling) | Pearson | Spearman | MAE | RMSE |
|---|---|---|---|---|
| jinaai/jina-embeddings-v3 | 0.8222 | 0.7768 | 2.2463 | 2.4468 |
| cointegrated/rubert-tiny2 | 0.6897 | 0.6793 | 2.1546 | 2.3944 |
| DeepPavlov/rubert-base-cased | 0.2982 | 0.4966 | 2.7042 | 2.9374 |
| ai-forever/ruRoberta-large | -0.0096 | 0.0219 | 2.3931 | 2.6905 |
| Модель (mean-pooling) | Pearson | Spearman | MAE | RMSE |
|---|---|---|---|---|
| jinaai/jina-embeddings-v3 | 0.8367 | 0.7927 | 2.1071 | 2.2987 |
| DeepPavlov/rubert-base-cased | 0.5711 | 0.5673 | 2.2598 | 2.5020 |
| cointegrated/rubert-tiny2 | 0.5361 | 0.5189 | 2.0358 | 2.2971 |
| ai-forever/ruRoberta-large | 0.3731 | 0.4199 | 2.5471 | 2.7887 |