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Benchmarks
Overall Performance on LoCoMo
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48.7
BLEU
Full Context
30.188
34.994
39.8
44.606
Feb 3, 2026
BLEU
F1 Score
LLM Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
BLEU
F1 Score
LLM Score
Full Context
2026.02
48.7
56.5
82.5
MEMORA
Retriever Type=Policy...
2026.02
46.6
55.3
86.3
MEMORA
Retriever Type=Semanti...
2026.02
46.4
55.2
84.9
Nemori*
2026.02
45.6
53.4
79.4
LangMem*
2026.02
40
47.6
73.4
RAG
2026.02
38.9
45.5
63.3
Mem0
2026.02
34.6
41.1
65.3
Zep*
2026.02
30.9
36.9
61.6
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