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Query-Answering on PersonaMem 128K context length
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70
Query-Answering Accuracy
CoMAM
29.44
39.97
50.5
61.03
Mar 13, 2026
Query-Answering Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Query-Answering Accuracy
CoMAM
Backbone=Qwen
2026.03
70
CoMAM
Backbone=Llama
2026.03
68
Memory-R1
Backbone=Llama
2026.03
61
Memory-R1
Backbone=Qwen
2026.03
60
Mem1
Backbone=Llama
2026.03
58
Mem1
Backbone=Qwen
2026.03
57
CAM
Backbone=Qwen
2026.03
50
MemoryBank
Backbone=Qwen
2026.03
47
RAG
Backbone=Qwen
2026.03
45
CAM
Backbone=Llama
2026.03
45
A-Mem
Backbone=Qwen
2026.03
44
MemoryBank
Backbone=Llama
2026.03
42
Base
Backbone=Qwen
2026.03
39
RAG
Backbone=Llama
2026.03
39
A-Mem
Backbone=Llama
2026.03
37
Base
Backbone=Llama
2026.03
31
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