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Query-Answering on PersonaMem 1M context length
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69
Query-Answering Accuracy
CoMAM
30.52
40.51
50.5
60.49
Mar 13, 2026
Query-Answering Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Query-Answering Accuracy
CoMAM
Backbone=Llama
2026.03
69
CoMAM
Backbone=Qwen
2026.03
66
Mem1
Backbone=Llama
2026.03
61
Memory-R1
Backbone=Qwen
2026.03
60
Memory-R1
Backbone=Llama
2026.03
60
Mem1
Backbone=Qwen
2026.03
58
CAM
Backbone=Qwen
2026.03
45
A-Mem
Backbone=Qwen
2026.03
45
MemoryBank
Backbone=Qwen
2026.03
44
CAM
Backbone=Llama
2026.03
43
RAG
Backbone=Qwen
2026.03
41
MemoryBank
Backbone=Llama
2026.03
39
Base
Backbone=Qwen
2026.03
38
RAG
Backbone=Llama
2026.03
36
A-Mem
Backbone=Llama
2026.03
36
Base
Backbone=Llama
2026.03
32
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