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Benchmarks
Personalized Retrieval and QA on PersonaBench (Noise 0.3)
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29.89
F1 Score
MemCoE
16.5052
19.9801
23.455
26.9299
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
29.89
52.02
A-Mem
Backbone=Qwen2.5-7B-In...
2026.05
28.56
42.64
RAG
Backbone=Qwen2.5-7B-In...
2026.05
28.16
36.68
Mem0
Backbone=Qwen2.5-7B-In...
2026.05
19.75
38.23
MemAgent
Backbone=Qwen2.5-7B-In...
2026.05
19.36
45
Long Context
Backbone=Qwen2.5-7B-In...
2026.05
19.1
26.9
LightMem
Backbone=Qwen2.5-7B-In...
2026.05
18.74
41.21
Mem-α
Backbone=Qwen3-4B, Ret...
2026.05
17.02
44.19
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