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Text Classification on QNLI

92.79Accuracy (%)

theta_B fine-tune

Updated 1mo ago

Evaluation Results

Method	Links
theta_B fine-tune 2025.10		92.79
theta_B + delta* 2025.10		65.32
Angular (γ=8) 2025.10		61.7
RACE (P=4, L=4) 2025.10		61.1
FlashAttention2 2025.10		61.1
Sigmoid 2025.10		61.1
Performer-256 2025.10		61
RACE (P=2, L=2) 2025.10		60.7
RACE (P=3, L=3) 2025.10		60.7
Linear 2025.10		60.7
Linformer-128 2025.10		60.6
GradFix (theta_B + delta^A) 2025.10		60.5
theta_B^opt 2025.10		51.45
theta_B zero-shot 2025.10		50.54
theta_B + tau_A 2025.10		50.52