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Knowledge Retrieval on ARC Challenge

39.42Accuracy (30% Sparsity)Taylor-FO
28.687231.473634.2637.0464May 9, 2026

Evaluation results

MethodLinks
Taylor-FOModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0539.4234.9
Wanda-StructModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0538.3131.4
RKUModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0536.630.03
FLAPModel=LLaMA-3-8B, Hardware=Single NVIDIA GeForce RTX 4090, Evaluation Protocol=Zero-shot/Few-shot2026.0529.124.15