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Long-range retrieval accuracy on NIAH 32K

90.9AccuracySoft-NBCE
-3.63620.90745.4569.993May 31, 2026

Evaluation results

MethodLinks
Soft-NBCEMem=O(L^2/n), zero-shot=false, distillation=true2026.0590.9
Vanilla NBCEMem=O(L^2/n)2026.0579.1
Truncated (8K)Mem=O(L^2)2026.0565.9
PCWMem=O(L^2/n)2026.050