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Benchmarks
Preference Evolution on PersonaMem 128K Context Scale
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47.24
Accuracy
MemCoE
24.1624
30.1537
36.145
42.1363
May 1, 2026
Accuracy
Overall Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Overall Score
MemCoE
Backbone=Qwen2.5-7B-In...
2026.05
47.24
52.02
MemAgent
Backbone=Qwen2.5-7B-In...
2026.05
43.59
45
Mem-α
Backbone=Qwen3-4B, Ret...
2026.05
42.86
44.19
LightMem
Backbone=Qwen2.5-7B-In...
2026.05
39.93
41.21
Mem0
Backbone=Qwen2.5-7B-In...
2026.05
39.67
38.23
RAG
Backbone=Qwen2.5-7B-In...
2026.05
38.9
36.68
A-Mem
Backbone=Qwen2.5-7B-In...
2026.05
38.22
42.64
Long Context
Backbone=Qwen2.5-7B-In...
2026.05
25.05
26.9
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