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63.3
F1 Score
HippoRAG 2
14.732
27.341
39.95
52.559
Jun 26, 2026
F1 Score
Updated 26d ago
Evaluation Results
Method
Method
Links
F1 Score
HippoRAG 2
Knowledge Representati...
2026.06
63.3
SemFlowRAG
Knowledge Representati...
2026.06
62.3
HippoRAG 2 (reproduced)
Knowledge Representati...
2026.06
62.1
GTE-Qwen2-7B-Instruct
Knowledge Representati...
2026.06
62
NV-Embed-v2 (7B)
Knowledge Representati...
2026.06
61.9
GritLM-7B
Knowledge Representati...
2026.06
61.3
GTR
Knowledge Representati...
2026.06
59.9
BM25
Knowledge Representati...
2026.06
59
Contriever
Knowledge Representati...
2026.06
58.9
HippoRAG
Knowledge Representati...
2026.06
55.3
Llama-3.3-70B-Instruct w/o Retrieval
Knowledge Representati...
2026.06
54.9
RAPTOR
Knowledge Representati...
2026.06
50.7
GraphRAG
Knowledge Representati...
2026.06
46.9
LightRAG
Knowledge Representati...
2026.06
16.6
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