Acceptability Classification on RuCoLA OODD Russian
81AccuracyRu-ROBERTa + TDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ru-ROBERTa + TDAtraining_mode=Fine-tuned LMs2023.04 | 81 | 0.584 | |
| Ru-ROBERTa + TDAexttraining_mode=Fine-tuned LMs2023.04 | 80.1 | 0.558 | |
| Ru-ROBERTatraining_mode=Fine-tuned LMs2023.04 | 79.3 | 0.53 | |
| Ru-BERTtraining_mode=Fine-tuned LMs2023.04 | 75.1 | 0.438 | |
| Ru-BERT + TDAtraining_mode=Fine-tuned LMs2023.04 | 75.1 | 0.447 | |
| Ru-BERT + TDAexttraining_mode=Fine-tuned LMs2023.04 | 73.2 | 0.44 | |
| Ru-ROBERTa + TDAtraining_mode=Frozen LMs2023.04 | 64.7 | 0.343 | |
| Ru-ROBERTa + TDAexttraining_mode=Frozen LMs2023.04 | 64.2 | 0.358 | |
| Ru-BERT + TDAexttraining_mode=Frozen LMs2023.04 | 62.6 | 0.27 | |
| Ru-BERT + TDAtraining_mode=Frozen LMs2023.04 | 62.3 | 0.253 | |
| Ru-ROBERTatraining_mode=Frozen LMs2023.04 | 58.1 | 0.241 | |
| Ru-BERTtraining_mode=Frozen LMs2023.04 | 54.7 | 0.112 |