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Relevance Ranking on LongMemEvalS

0.752Macro-AUC

Content salience

Updated 1mo ago

Evaluation Results

Method	Links
Content salience 2026.06		0.752
LRE-supervised 2026.06		0.708
LRE-self-sup 2026.06		0.698
LRE-content 2026.06		0.686
Dense salience (BGE, frozen) 2026.06		0.643
Recency / FIFO 2026.06		0.527
MemoryBank (decay) 2026.06		0.527
LLMLingua-2 2026.06		0.402