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Automated Essay Scoring on FCE (In-domain)
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2.08
RMSE
DistilBERT
2.07056
2.13428
2.198
2.26172
May 25, 2026
RMSE
QWK
Spearman Correlation
Pearson Correlation
Updated 8d ago
Evaluation Results
Method
Method
Links
RMSE
QWK
Spearman Correlation
Pearson Correlation
DistilBERT
DAPT=false
2026.05
2.08
0.614
0.667
0.675
BERT
DAPT=true, Pre-trained...
2026.05
2.101
0.598
0.652
0.678
DistilBERT
DAPT=true, Pre-trained...
2026.05
2.115
0.587
0.639
0.665
RoBERTa
DAPT=false
2026.05
2.138
0.513
0.686
0.695
RoBERTa
DAPT=true, Pre-trained...
2026.05
2.2
0.554
0.667
0.683
BERT
DAPT=false
2026.05
2.316
0.571
0.677
0.684
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