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77.4
Precision
RAG (avg.)
11.36
28.505
45.65
62.795
Apr 29, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
RAG (avg.)
2026.04
77.4
62.8
63.5
HLTM
2026.04
76.1
75.7
71.2
ReadAgent
2026.04
57.2
77.9
61.2
A-Mem
2026.04
54.2
68.2
56.3
HippoRAG
2026.04
51.6
73.3
55.9
RAPTOR
2026.04
51.4
58.3
50.9
Full-context
2026.04
49
83.1
57.2
SimpleMem
2026.04
33
46.9
35
Mem0
2026.04
21.6
19.2
17.6
GraphRAG
2026.04
13.9
13
11.6
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