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ResearchFormerly WizWand

Complex Reasoning on AQuA

28.35AccuracyAGF
22.203623.799325.39526.9907May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AGFSparsity=30%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0528.35
RKUSparsity=30%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0528.35
RKUSparsity=40%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0527.56
AGFSparsity=40%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0527.17
Taylor-FOSparsity=30%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0526.77
AGFSparsity=50%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0526.38
Wanda-StructSparsity=30%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0525.98
Wanda-StructSparsity=40%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0524.41
Taylor-FOSparsity=40%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0524.02
RKUSparsity=50%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0524.02
Taylor-FOSparsity=50%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0523.23
Wanda-StructSparsity=50%, Model=Qwen-2.5-7B, Evaluation Protocol=Zero-shot/Few-shot2026.0522.44