Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Retrieval-Augmented Generation on UltraDomain agriculture
Loading...
95
Win Rate
FastInsight
-0.68
24.16
49
73.84
Jan 26, 2026
Win Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Win Rate
FastInsight
Baseline Model=Re2, Me...
2026.01
95
FastInsight
Baseline Model=PathRAG...
2026.01
62
FastInsight
Baseline Model=GAR-RAG...
2026.01
61
FastInsight
Baseline Model=LightRA...
2026.01
60
FastInsight
Baseline Model=SPLADE,...
2026.01
57
FastInsight
Baseline Model=Contrie...
2026.01
56
FastInsight
Baseline Model=HyDE, M...
2026.01
56
FastInsight
Baseline Model=Vector...
2026.01
55
FastInsight
Baseline Model=HippoRA...
2026.01
53
HippoRAG 2
Baseline Model=HippoRA...
2026.01
46
HyDE
Baseline Model=HyDE, M...
2026.01
44
Vector Search
Baseline Model=Vector...
2026.01
43
SPLADE
Baseline Model=SPLADE,...
2026.01
43
Contriever
Baseline Model=Contrie...
2026.01
42
LightRAG
Baseline Model=LightRA...
2026.01
39
PathRAG
Baseline Model=PathRAG...
2026.01
38
GAR-RAG
Baseline Model=GAR-RAG...
2026.01
38
Re2
Baseline Model=Re2, Me...
2026.01
3
Feedback
Search any
task
Search any
task