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RAG Query Routing on Encyclopedia Production Deployment Real User Queries
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72.2
Augmentation-free Rate
Cascade
-2.888
16.606
36.1
55.594
May 26, 2026
Augmentation-free Rate
CO Score
Updated 7d ago
Evaluation Results
Method
Method
Links
Augmentation-free Rate
CO Score
Cascade
Training=None
2026.05
72.2
4.084
Oracle (ceiling)
Training=Perfect labels
2026.05
33.6
4.404
Neural Router (fine-tuned)
Training=1,764 labels
2026.05
26.2
3.804
ML Router (real user)
Training=609 labels
2026.05
13.4
3.92
ML Router (all conditions)
Training=1,764 labels
2026.05
5
3.954
Always-HyDE (baseline)
Training=None
2026.05
0
3.944
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