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Benchmarks
Personalized Retrieval and QA on PersonaBench (Noise 0.7)
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25.09
F1 Score
MemCoE
12.5164
15.7807
19.045
22.3093
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
25.09
52.02
A-Mem
Backbone=Qwen2.5-7B-In...
2026.05
24.45
42.64
RAG
Backbone=Qwen2.5-7B-In...
2026.05
23
36.68
MemAgent
Backbone=Qwen2.5-7B-In...
2026.05
17.92
45
Mem0
Backbone=Qwen2.5-7B-In...
2026.05
17.8
38.23
LightMem
Backbone=Qwen2.5-7B-In...
2026.05
17.8
41.21
Mem-α
Backbone=Qwen3-4B, Ret...
2026.05
15.59
44.19
Long Context
Backbone=Qwen2.5-7B-In...
2026.05
13
26.9
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