Paraphrase Identification on PAWS-X (Perturbation Robustness)
70.88Accuracy (Clean)KOMBO
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| KOMBOTokenization=Jamo2026.04 | 70.88 | 69.3 | 67.44 | 63.02 | 55.26 | 69.09 | 67.44 | 63.51 | 57.51 | |
| BERTTokenization=Subword2026.04 | 68.88 | 64.63 | 61.23 | 60.63 | 55.4 | 66.6 | 62.6 | 61.37 | 56.84 | |
| BERTTokenization=Character2026.04 | 68.7 | 66.91 | 64.91 | 60.28 | 56.98 | 66.88 | 65.33 | 61.33 | 57.16 | |
| BERTTokenization=MorSubword2026.04 | 68.14 | 62.88 | 60.56 | 60.25 | 55.4 | 63.51 | 60.67 | 61.86 | 57.65 | |
| BERTTokenization=Jamo2026.04 | 59.09 | 58.32 | 57.65 | 56.95 | 56.07 | 58.18 | 58.84 | 58.07 | 56.77 |