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LLM Routing on OOD datasets (test)
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89
Accuracy
Oracle
33.88
48.19
62.5
76.81
Oct 22, 2025
Accuracy
Cost
Utility
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Cost
Utility
Oracle
Scenario=Performance F...
2025.10
89
0.33
82
DiSRouter
Scenario=Performance F...
2025.10
75
0.67
62
Largest LLM
Scenario=Performance F...
2025.10
74
0.9
56
Automix
Scenario=Performance F...
2025.10
74
1.1
52
DiSRouter
Scenario=Performance F...
2025.10
73
0.62
61
FORC
Scenario=Performance F...
2025.10
70
0.75
56
GraphRouter
Scenario=Performance F...
2025.10
69
0.67
56
FrugalGPT
Scenario=Performance F...
2025.10
63
0.41
54
Random
Scenario=Performance F...
2025.10
59
0.46
50
RouteLLM
Scenario=Performance F...
2025.10
42
0.22
38
Smallest LLM
Scenario=Performance F...
2025.10
36
0.1
34
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