Результаты работы моделей
| accuracy | AUC | F1 | |
|---|---|---|---|
| RNN | 0.0003 | 0.5327 | 0.0233 |
| BERT_tensorflow | 0.5364 | 0.6454 | 0.6263 |
| SCIBERT | 0.3668 | 0.7821 | 0.6499 |
| SCIBERT finetune | 0.3771 | 0.7946 | 0.6644 |
| BERT + adapter EWT | 0.3574 | 0.7689 | 0.6357 |
| SCIBERT + adapter EWT | 0.3888 | 0.8101 | 0.6834 |
| bert/wiki_books/2 | 0.0343 | 0.4690 | 0.0025 |