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Automated Essay Scoring on IELTS Task 2 (In-domain)
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0.632
RMSE
BERT
0.6232
0.6826
0.742
0.8014
May 25, 2026
RMSE
QWK
Spearman Correlation
Pearson Correlation
Updated 8d ago
Evaluation Results
Method
Method
Links
RMSE
QWK
Spearman Correlation
Pearson Correlation
BERT
DAPT=false
2026.05
0.632
0.712
0.784
0.785
DistilBERT
DAPT=true, Pre-trained...
2026.05
0.691
0.705
0.725
0.73
RoBERTa
DAPT=false
2026.05
0.706
0.661
0.783
0.809
DistilBERT
DAPT=false
2026.05
0.713
0.7
0.732
0.737
BERT
DAPT=true, Pre-trained...
2026.05
0.737
0.689
0.764
0.778
RoBERTa
DAPT=true, Pre-trained...
2026.05
0.852
0.489
0.739
0.766
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