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Benchmarks
Retrieval-Augmented Generation on BSARD-G
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85.6
Win Rate
FastInsight
11.136
30.468
49.8
69.132
Jan 26, 2026
Win Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Win Rate
FastInsight
Baseline Model=Contrie...
2026.01
85.6
FastInsight
Baseline Model=SPLADE,...
2026.01
72.5
FastInsight
Baseline Model=Re2, Me...
2026.01
57.7
FastInsight
Baseline Model=Vector...
2026.01
57.2
FastInsight
Baseline Model=PathRAG...
2026.01
56.8
FastInsight
Baseline Model=HippoRA...
2026.01
56.8
FastInsight
Baseline Model=LightRA...
2026.01
53.6
FastInsight
Baseline Model=GAR-RAG...
2026.01
51.8
FastInsight
Baseline Model=HyDE, M...
2026.01
51.4
HyDE
Baseline Model=HyDE, M...
2026.01
48.6
GAR-RAG
Baseline Model=GAR-RAG...
2026.01
48.2
LightRAG
Baseline Model=LightRA...
2026.01
45.9
HippoRAG 2
Baseline Model=HippoRA...
2026.01
43.2
PathRAG
Baseline Model=PathRAG...
2026.01
42.8
Vector Search
Baseline Model=Vector...
2026.01
42.3
Re2
Baseline Model=Re2, Me...
2026.01
41.9
SPLADE
Baseline Model=SPLADE,...
2026.01
27
Contriever
Baseline Model=Contrie...
2026.01
14
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