Automated Essay Scoring on IELTS Task 2 (In-domain)
0.632RMSEBERT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BERTDAPT=false2026.05 | 0.632 | 0.712 | 0.784 | 0.785 | |
| DistilBERTDAPT=true, Pre-trained on=EFCAMDAT2026.05 | 0.691 | 0.705 | 0.725 | 0.73 | |
| RoBERTaDAPT=false2026.05 | 0.706 | 0.661 | 0.783 | 0.809 | |
| DistilBERTDAPT=false2026.05 | 0.713 | 0.7 | 0.732 | 0.737 | |
| BERTDAPT=true, Pre-trained on=EFCAMDAT2026.05 | 0.737 | 0.689 | 0.764 | 0.778 | |
| RoBERTaDAPT=true, Pre-trained on=EFCAMDAT2026.05 | 0.852 | 0.489 | 0.739 | 0.766 |