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Relevance Ranking on LoCoMo
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82.9
Macro-AUC
LRE-supervised
39.74
50.945
62.15
73.355
Jun 18, 2026
Macro-AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro-AUC
LRE-supervised
NC (neural forward pas...
2026.06
82.9
LRE-content
NC (neural forward pas...
2026.06
78.2
LRE-self-sup
NC (neural forward pas...
2026.06
76.9
Recency / FIFO
NC (neural forward pas...
2026.06
47.8
MemoryBank (decay)
NC (neural forward pas...
2026.06
47.8
Content salience
NC (neural forward pas...
2026.06
41.4
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