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Benchmarks
Preference Evaluation via Multi-Choice Queries on PrefEval Explicit
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81.3
Accuracy
MemCoE
29.716
43.108
56.5
69.892
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
81.3
52.02
MemAgent
Backbone=Qwen2.5-7B-In...
2026.05
72.3
45
Mem-α
Backbone=Qwen3-4B, Ret...
2026.05
71.9
44.19
LightMem
Backbone=Qwen2.5-7B-In...
2026.05
64.2
41.21
A-Mem
Backbone=Qwen2.5-7B-In...
2026.05
62.3
42.64
Mem0
Backbone=Qwen2.5-7B-In...
2026.05
57.6
38.23
RAG
Backbone=Qwen2.5-7B-In...
2026.05
47.8
36.68
Long Context
Backbone=Qwen2.5-7B-In...
2026.05
31.7
26.9
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