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Benchmarks
Paraphrase Detection on PAWS (Empirical generalization error G(W))
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1.98
Generalization Error G(W)
r-cLA
1.7796
3.1323
4.485
5.8377
Jun 11, 2026
Generalization Error G(W)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Generalization Error G(W)
r-cLA
Model=DeBERTa v2 XXL
2026.06
1.98
LoRA
Model=DeBERTa v2 XXL
2026.06
1.99
Asym
Model=DeBERTa v2 XXL
2026.06
3.26
CoLA
Model=DeBERTa v2 XXL
2026.06
3.63
RAC
Model=DeBERTa v2 XXL
2026.06
3.95
c3LA
Model=DeBERTa v2 XXL
2026.06
5.11
LoRA+
Model=DeBERTa v2 XXL
2026.06
5.41
FFT
Model=DeBERTa v2 XXL
2026.06
6.07
cLA
Model=DeBERTa v2 XXL
2026.06
6.68
r-c3LA
Model=DeBERTa v2 XXL
2026.06
6.99
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