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Benchmarks
Personalized Retrieval and QA on PersonaBench w/o Noise
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32.27
F1 Score
MemCoE
17.0132
20.9741
24.935
28.8959
May 1, 2026
F1 Score
Overall Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Overall Score
MemCoE
Backbone=Qwen2.5-7B-In...
2026.05
32.27
52.02
A-Mem
Backbone=Qwen2.5-7B-In...
2026.05
30.32
42.64
RAG
Backbone=Qwen2.5-7B-In...
2026.05
29.09
36.68
Long Context
Backbone=Qwen2.5-7B-In...
2026.05
29
26.9
MemAgent
Backbone=Qwen2.5-7B-In...
2026.05
20.05
45
Mem-α
Backbone=Qwen3-4B, Ret...
2026.05
19.92
44.19
LightMem
Backbone=Qwen2.5-7B-In...
2026.05
19.08
41.21
Mem0
Backbone=Qwen2.5-7B-In...
2026.05
17.6
38.23
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