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Query Answering on PersonaMem 32K context length
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64
Query-Answering Accuracy
CoMAM
33.84
41.67
49.5
57.33
Mar 13, 2026
Query-Answering Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Query-Answering Accuracy
CoMAM
Backbone=Qwen
2026.03
64
CoMAM
Backbone=Llama
2026.03
62
Mem1
Backbone=Qwen
2026.03
59
Memory-R1
Backbone=Qwen
2026.03
58
Memory-R1
Backbone=Llama
2026.03
57
Mem1
Backbone=Llama
2026.03
56
CAM
Backbone=Qwen
2026.03
53
MemoryBank
Backbone=Qwen
2026.03
51
A-Mem
Backbone=Qwen
2026.03
50
RAG
Backbone=Qwen
2026.03
48
CAM
Backbone=Llama
2026.03
48
A-Mem
Backbone=Llama
2026.03
46
MemoryBank
Backbone=Llama
2026.03
45
RAG
Backbone=Llama
2026.03
43
Base
Backbone=Qwen
2026.03
41
Base
Backbone=Llama
2026.03
35
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