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Commonsense Reasoning on WinoG (test val)

73.88AccuracyLLaDA (Base)
54.993659.896864.869.7032Feb 19, 2026

Evaluation results

MethodLinks
LLaDA (Base)Pruning Ratio=0.02026.0273.88
Sink-Aware (Ours)Pruning Ratio=0.32026.0267.4
LLaDA-structurePruning Ratio=0.32026.0266.3
Sink-Aware (Ours)Pruning Ratio=0.52026.0257.24
LLaDA-structurePruning Ratio=0.52026.0255.72