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ResearchFormerly WizWand

Utility Prediction Routing on Blink

98.53OpenAI ScoreOracle
52.811664.680876.5588.4192May 19, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Oracle2025.0598.5392.97
Linear2025.0585.4877.05
MLPMF=true2025.0584.9677.72
Attnk=1002025.0584.9578.16
kNNk=1002025.0584.7978.34
Graphk=1002025.0584.7978.65
D-Attnk=1002025.0584.7978.32
LinearMF=true2025.0584.6276.76
Attnk=102025.0584.0877.14
kNNk=102025.0583.9177.47
D-Attnk=102025.0583.5676.99
Graphk=102025.0583.5576.45
MLP2025.0578.8673.45
Random2025.0571.8257.72
MLProuting=selection based2025.0565.9673.52
MLP (MF)matrix factorization=true, routing=selection based2025.0565.3571.13
Linear (MF)matrix factorization=true, routing=selection based2025.0563.9671.13
Attnk=10, routing=selection based2025.0562.0171.3
kNNk=10, routing=selection based2025.0560.4271.13
D-Attnk=10, routing=selection based2025.0560.1670.32
D-Attnk=100, routing=selection based2025.0559.5571.42
Attnk=100, routing=selection based2025.0559.3471.46
Graphk=100, routing=selection based2025.0558.0671.7
Linearrouting=selection based2025.0557.0171.13
Graphk=10, routing=selection based2025.0554.871.07
kNNk=100, routing=selection based2025.0554.5771.13