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Benchmarks
Retrieval-Augmented Generation on UltraDomain mix
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76.2
Win Rate
FastInsight
20.976
35.313
49.65
63.987
Jan 26, 2026
Win Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Win Rate
FastInsight
Baseline Model=PathRAG...
2026.01
76.2
FastInsight
Baseline Model=HippoRA...
2026.01
63.1
FastInsight
Baseline Model=GAR-RAG...
2026.01
60
FastInsight
Baseline Model=HyDE, M...
2026.01
58.5
FastInsight
Baseline Model=Vector...
2026.01
57.7
FastInsight
Baseline Model=SPLADE,...
2026.01
54.6
FastInsight
Baseline Model=Contrie...
2026.01
53.1
FastInsight
Baseline Model=LightRA...
2026.01
53.1
FastInsight
Baseline Model=Re2, Me...
2026.01
50.8
Re2
Baseline Model=Re2, Me...
2026.01
49.2
Contriever
Baseline Model=Contrie...
2026.01
46.2
SPLADE
Baseline Model=SPLADE,...
2026.01
45.4
LightRAG
Baseline Model=LightRA...
2026.01
45.4
HyDE
Baseline Model=HyDE, M...
2026.01
41.5
Vector Search
Baseline Model=Vector...
2026.01
40.8
GAR-RAG
Baseline Model=GAR-RAG...
2026.01
39.2
HippoRAG 2
Baseline Model=HippoRA...
2026.01
35.4
PathRAG
Baseline Model=PathRAG...
2026.01
23.1
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