Utility Prediction Routing on Blink
98.53OpenAI ScoreOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Oracle2025.05 | 98.53 | 92.97 | |
| Linear2025.05 | 85.48 | 77.05 | |
| MLPMF=true2025.05 | 84.96 | 77.72 | |
| Attnk=1002025.05 | 84.95 | 78.16 | |
| kNNk=1002025.05 | 84.79 | 78.34 | |
| Graphk=1002025.05 | 84.79 | 78.65 | |
| D-Attnk=1002025.05 | 84.79 | 78.32 | |
| LinearMF=true2025.05 | 84.62 | 76.76 | |
| Attnk=102025.05 | 84.08 | 77.14 | |
| kNNk=102025.05 | 83.91 | 77.47 | |
| D-Attnk=102025.05 | 83.56 | 76.99 | |
| Graphk=102025.05 | 83.55 | 76.45 | |
| MLP2025.05 | 78.86 | 73.45 | |
| Random2025.05 | 71.82 | 57.72 | |
| MLProuting=selection based2025.05 | 65.96 | 73.52 | |
| MLP (MF)matrix factorization=true, routing=selection based2025.05 | 65.35 | 71.13 | |
| Linear (MF)matrix factorization=true, routing=selection based2025.05 | 63.96 | 71.13 | |
| Attnk=10, routing=selection based2025.05 | 62.01 | 71.3 | |
| kNNk=10, routing=selection based2025.05 | 60.42 | 71.13 | |
| D-Attnk=10, routing=selection based2025.05 | 60.16 | 70.32 | |
| D-Attnk=100, routing=selection based2025.05 | 59.55 | 71.42 | |
| Attnk=100, routing=selection based2025.05 | 59.34 | 71.46 | |
| Graphk=100, routing=selection based2025.05 | 58.06 | 71.7 | |
| Linearrouting=selection based2025.05 | 57.01 | 71.13 | |
| Graphk=10, routing=selection based2025.05 | 54.8 | 71.07 | |
| kNNk=100, routing=selection based2025.05 | 54.57 | 71.13 |