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Text Classification on SCITAIL

95.32Accuracytheta_B fine-tune
48.582460.716272.8584.9838Oct 7, 2025Nov 9, 2025Dec 13, 2025Jan 16, 2026Feb 18, 2026Mar 24, 2026Apr 27, 2026

Evaluation results

MethodLinks
theta_B fine-tune|Ds^c|=-2025.1095.32
MIPICBackbone=BERT, Dimension=7682026.0476.54
theta_B + delta*|Ds^c|=-2025.1062.38
GradFix (theta_B + delta^A)|Ds^c|=502025.1059.89
theta_B^opt|Ds^c|=502025.1051.78
theta_B + tau_A|Ds^c|=-2025.1050.46
theta_B zero-shot|Ds^c|=-2025.1050.38