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Needle-in-a-haystack on NIAH 1

79.69Success Rate (1k Context)Avey-B
67.26270.488573.71576.9415Feb 17, 2026

Evaluation results

MethodLinks
Avey-BScale=Large2026.0279.6979.2479.0379.5879.4478.4476.7676.06
NeoBERTScale=Medium2026.0279.6579.1374.73—————
Avey-BScale=Base2026.0279.4179.2178.9479.1978.9177.7377.1875.72
ModernBERTScale=Large2026.0268.867.5267.2—————
ModernBERTScale=Base2026.0267.7467.6468.3170.67————