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Knowledge Retrieval on WinoGrande

60.14Accuracy (40% Sparsity)Wanda-Struct
53.161654.973356.78558.5967May 9, 2026

Evaluation results

MethodLinks
Wanda-StructModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0560.1453.28
Taylor-FOModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0558.0152.8
RKUModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0556.5951.54
FLAPModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0553.4349.33