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Benchmarks
Retrieval-Augmented Generation on ACL-OCL
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58.2
Win Rate
FastInsight
40.104
44.802
49.5
54.198
Jan 26, 2026
Win Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Win Rate
FastInsight
Baseline Model=Contrie...
2026.01
58.2
FastInsight
Baseline Model=LightRA...
2026.01
57.1
FastInsight
Baseline Model=HyDE, M...
2026.01
55.4
FastInsight
Baseline Model=Re2, Me...
2026.01
55.1
FastInsight
Baseline Model=HippoRA...
2026.01
53.5
FastInsight
Baseline Model=Vector...
2026.01
53.3
GAR-RAG
Baseline Model=GAR-RAG...
2026.01
52.1
FastInsight
Baseline Model=SPLADE,...
2026.01
51.7
SPLADE
Baseline Model=SPLADE,...
2026.01
48.2
FastInsight
Baseline Model=GAR-RAG...
2026.01
47.1
HippoRAG 2
Baseline Model=HippoRA...
2026.01
45.8
Vector Search
Baseline Model=Vector...
2026.01
45.6
HyDE
Baseline Model=HyDE, M...
2026.01
44.1
Re2
Baseline Model=Re2, Me...
2026.01
43.7
LightRAG
Baseline Model=LightRA...
2026.01
42.5
Contriever
Baseline Model=Contrie...
2026.01
40.8
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