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Benchmarks
Paraphrase Identification on PAWS
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97.6
Accuracy
In-Squeeze
32.808
49.629
66.45
83.271
Feb 11, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
In-Squeeze
rank=128 to 1, schedul...
2026.02
97.6
Direct Fine-tuning
rank=1, additional_ste...
2026.02
97.57
Direct Fine-tuning
rank=1, additional_ste...
2026.02
97.56
In-Squeeze
rank=128 to 1, schedul...
2026.02
97.4
Cont-Squeeze
rank=128 to 1, additio...
2026.02
97.39
Cont-Squeeze
rank=128 to 1, additio...
2026.02
97.15
Direct Fine-tuning
rank=1, additional_ste...
2026.02
96.94
Cont-Squeeze
reduction=128 -> 1, tr...
2026.02
96.7
In-Squeeze
reduction=128 ... -> 1...
2026.02
96.65
Direct Fine-tuning
rank=1, training_steps...
2026.02
96.61
Direct Fine-tuning
rank=1, training_steps...
2026.02
96.59
Direct Fine-tuning
rank=1, training_steps...
2026.02
96.48
Cont-Squeeze
reduction=128 -> 1, tr...
2026.02
96.43
In-Squeeze
reduction=128 ... -> 1...
2026.02
96.28
Cont-Squeeze
rank=128 to 1, additio...
2026.02
74.82
Cont-Squeeze
reduction=128 -> 1, tr...
2026.02
63.47
Zero-shot
mode=0-S
2026.02
35.3
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