Acceptability Classification on CoLA (in-domain dev)
88.6AccuracyEn-BERT + TDA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| En-BERT + TDAEvaluation Protocol=Fine-tuned2022.05 | 88.6 | 0.725 | |
| XLM-R + TDAEvaluation Protocol=Fine-tuned2022.05 | 86.9 | 0.683 | |
| En-BERT + HOMEvaluation Protocol=Fine-tuned2022.05 | 85.2 | 0.635 | |
| En-BERTEvaluation Protocol=Fine-tuned2022.05 | 83.1 | 0.58 | |
| XLM-R + HOMEvaluation Protocol=Fine-tuned2022.05 | 81.2 | 0.532 | |
| XLM-REvaluation Protocol=Fine-tuned2022.05 | 80.8 | 0.517 | |
| En-BERT + TDAEvaluation Protocol=Frozen2022.05 | 77.2 | 0.42 | |
| En-BERT + HOMEvaluation Protocol=Frozen2022.05 | 75 | 0.338 | |
| XLM-R + TDAEvaluation Protocol=Frozen2022.05 | 73 | 0.336 | |
| XLM-R + HOMEvaluation Protocol=Frozen2022.05 | 71.3 | 0.209 | |
| En-BERTEvaluation Protocol=Frozen2022.05 | 69.6 | 0.037 | |
| XLM-REvaluation Protocol=Frozen2022.05 | 68.9 | 0.041 |