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Benchmarks
Personalization Utility on LoCoMo
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44.94
F1 Score
MemOS (with intent-legitimation suppression)
23.5576
29.1088
34.66
40.2112
Jan 25, 2026
F1 Score
B1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
B1 Score
MemOS (with intent-legitimation suppression)
agent_framework=MemOS,...
2026.01
44.94
37.55
MemOS
agent_framework=MemOS,...
2026.01
44.18
35.58
MemU
agent_framework=MemU,...
2026.01
34.71
28.16
MemU (with intent-legitimation suppression)
agent_framework=MemU,...
2026.01
34.05
27.5
Amem
agent_framework=Amem,...
2026.01
29.95
24.38
Amem (with intent-legitimation suppression)
agent_framework=Amem,...
2026.01
24.38
15.28
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