Acceptability Classification on ItaCoLA (dev)
92.8AccuracyXLM-R + TDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XLM-R + TDAEvaluation Protocol=Fine-tuned2022.05 | 92.8 | 0.683 | |
| It-BERT + TDAEvaluation Protocol=Fine-tuned2022.05 | 91.1 | 0.597 | |
| It-BERT + TDAEvaluation Protocol=Frozen2022.05 | 89.2 | 0.478 | |
| XLM-R + TDAEvaluation Protocol=Frozen2022.05 | 88.3 | 0.411 | |
| It-BERTEvaluation Protocol=Fine-tuned2022.05 | 87.4 | 0.351 | |
| It-BERT + HOMEvaluation Protocol=Fine-tuned2022.05 | 87 | 0.361 | |
| XLM-R + HOMEvaluation Protocol=Fine-tuned2022.05 | 86.9 | 0.37 | |
| XLM-REvaluation Protocol=Fine-tuned2022.05 | 85.7 | 0.397 | |
| XLM-REvaluation Protocol=Frozen2022.05 | 85.4 | 0 | |
| It-BERT + HOMEvaluation Protocol=Frozen2022.05 | 85 | 0.124 | |
| XLM-R + HOMEvaluation Protocol=Frozen2022.05 | 84.7 | 0.095 | |
| It-BERTEvaluation Protocol=Frozen2022.05 | 81.1 | 0.032 |