Acceptability Classification on RuCoLA Russian (IDD)
85.7AccuracyRu-ROBERTa + TDAext
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ru-ROBERTa + TDAexttraining_mode=Fine-tuned LMs2023.04 | 85.7 | 0.594 | |
| Ru-ROBERTa + TDAtraining_mode=Fine-tuned LMs2023.04 | 85 | 0.581 | |
| Ru-ROBERTatraining_mode=Fine-tuned LMs2023.04 | 83.5 | 0.53 | |
| Ru-BERTtraining_mode=Fine-tuned LMs2023.04 | 80.3 | 0.42 | |
| Ru-BERT + TDAtraining_mode=Fine-tuned LMs2023.04 | 80.1 | 0.44 | |
| Ru-BERT + TDAexttraining_mode=Fine-tuned LMs2023.04 | 80.1 | 0.478 | |
| Ru-ROBERTa + TDAexttraining_mode=Frozen LMs2023.04 | 77.2 | 0.391 | |
| Ru-ROBERTa + TDAtraining_mode=Frozen LMs2023.04 | 77 | 0.374 | |
| Ru-BERT + TDAexttraining_mode=Frozen LMs2023.04 | 76.7 | 0.331 | |
| Ru-BERT + TDAtraining_mode=Frozen LMs2023.04 | 76.5 | 0.314 | |
| Ru-ROBERTatraining_mode=Frozen LMs2023.04 | 72.8 | 0.313 | |
| Ru-BERTtraining_mode=Frozen LMs2023.04 | 62.4 | 0.079 |