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Embedding Model Routing on Amazon ESCI (other)
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0.074
Gap (Constant Approx)
Constant Policy (Πconst)
0.0703
0.07215
0.074
0.07585
Jun 12, 2026
Gap (Constant Approx)
Gap (Linear Approx)
Improvement (Constant to Linear)
Gap (Quadratic Approx)
Improvement (Linear to Quadratic)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Gap (Constant Approx)
Gap (Linear Approx)
Improvement (Constant to Linear)
Gap (Quadratic Approx)
Improvement (Linear to Quadratic)
Constant Policy (Πconst)
Num of Queries=88,774
2026.06
0.074
-
-
-
-
Log-linear Policy (Πlin)
Num of Queries=88,774
2026.06
-
0.06
19.1
-
-
Log-Quadratic Policy Class (Πquad)
Num of Queries=88,774
2026.06
-
-
-
0.017
71.4
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