Automated Essay Scoring on FCE (In-domain)
2.08RMSEDistilBERT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DistilBERTDAPT=false2026.05 | 2.08 | 0.614 | 0.667 | 0.675 | |
| BERTDAPT=true, Pre-trained on=EFCAMDAT2026.05 | 2.101 | 0.598 | 0.652 | 0.678 | |
| DistilBERTDAPT=true, Pre-trained on=EFCAMDAT2026.05 | 2.115 | 0.587 | 0.639 | 0.665 | |
| RoBERTaDAPT=false2026.05 | 2.138 | 0.513 | 0.686 | 0.695 | |
| RoBERTaDAPT=true, Pre-trained on=EFCAMDAT2026.05 | 2.2 | 0.554 | 0.667 | 0.683 | |
| BERTDAPT=false2026.05 | 2.316 | 0.571 | 0.677 | 0.684 |