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Benchmarks
Preference Evaluation via Multi-Choice Queries on PrefEval Implicit
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69.9
Accuracy
MemCoE
29.236
39.793
50.35
60.907
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
69.9
52.02
MemAgent
Backbone=Qwen2.5-7B-In...
2026.05
63.6
45
Mem-α
Backbone=Qwen3-4B, Ret...
2026.05
62.5
44.19
LightMem
Backbone=Qwen2.5-7B-In...
2026.05
54.8
41.21
A-Mem
Backbone=Qwen2.5-7B-In...
2026.05
52.8
42.64
Mem0
Backbone=Qwen2.5-7B-In...
2026.05
46.4
38.23
RAG
Backbone=Qwen2.5-7B-In...
2026.05
32.4
36.68
Long Context
Backbone=Qwen2.5-7B-In...
2026.05
30.8
26.9
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