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Paraphrase Identification on PAWS

97.6Accuracy

In-Squeeze

Updated 1mo ago

Evaluation Results

Method	Links
In-Squeeze 2026.02		97.6
Direct Fine-tuning 2026.02		97.57
Direct Fine-tuning 2026.02		97.56
In-Squeeze 2026.02		97.4
Cont-Squeeze 2026.02		97.39
Cont-Squeeze 2026.02		97.15
Direct Fine-tuning 2026.02		96.94
Cont-Squeeze 2026.02		96.7
In-Squeeze 2026.02		96.65
Direct Fine-tuning 2026.02		96.61
Direct Fine-tuning 2026.02		96.59
Direct Fine-tuning 2026.02		96.48
Cont-Squeeze 2026.02		96.43
In-Squeeze 2026.02		96.28
Cont-Squeeze 2026.02		74.82
Cont-Squeeze 2026.02		63.47
ML 2026.04		56.1
ML (15%) 2026.04		55.7
HQ 2026.04		55.35
No filtering 2026.04		55.2
ML (Q3) 2026.04		54.8
MKC-e 2026.04		54.35
HQ seed 2026.04		53.6
Zero-shot 2026.02		35.3