Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Retrieval-Augmented Generation on Average
Loading...
65
Win Rate
FastInsight
33.28
41.515
49.75
57.985
Jan 26, 2026
Win Rate
Updated 4d 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
Feedback
Search any
task
Search any
task