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Relevance Ranking on LoCoMo

82.9Macro-AUCLRE-supervised
39.7450.94562.1573.355Jun 18, 2026

Evaluation results

MethodLinks
LRE-supervisedNC (neural forward passes/unit)=02026.0682.9
LRE-contentNC (neural forward passes/unit)=02026.0678.2
LRE-self-supNC (neural forward passes/unit)=02026.0676.9
Recency / FIFONC (neural forward passes/unit)=02026.0647.8
MemoryBank (decay)NC (neural forward passes/unit)=02026.0647.8
Content salienceNC (neural forward passes/unit)=02026.0641.4