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Benchmarks
Retrieval-Augmented Generation on Average
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65
Win Rate
FastInsight
33.28
41.515
49.75
57.985
Jan 26, 2026
Win Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Win Rate
FastInsight
Baseline Model=PathRAG...
2026.01
65
FastInsight
Baseline Model=Re2, Me...
2026.01
64.6
FastInsight
Baseline Model=Contrie...
2026.01
63.2
FastInsight
Baseline Model=SPLADE,...
2026.01
59
FastInsight
Baseline Model=HippoRA...
2026.01
56.6
FastInsight
Baseline Model=LightRA...
2026.01
55.9
FastInsight
Baseline Model=Vector...
2026.01
55.8
FastInsight
Baseline Model=HyDE, M...
2026.01
55.3
FastInsight
Baseline Model=GAR-RAG...
2026.01
55
HyDE
Baseline Model=HyDE, M...
2026.01
44.5
GAR-RAG
Baseline Model=GAR-RAG...
2026.01
44.4
LightRAG
Baseline Model=LightRA...
2026.01
43.2
Vector Search
Baseline Model=Vector...
2026.01
42.9
HippoRAG 2
Baseline Model=HippoRA...
2026.01
42.6
SPLADE
Baseline Model=SPLADE,...
2026.01
40.9
Contriever
Baseline Model=Contrie...
2026.01
35.8
PathRAG
Baseline Model=PathRAG...
2026.01
34.6
Re2
Baseline Model=Re2, Me...
2026.01
34.5
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