Predictive Model Routing on RouterBench Cost-Sensitive
0.6226RewardOracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OracleNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.6226 | 37.5 | 106.4 | |
| UNISCALENumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.6196 | 29 | 82.9 | |
| MLPNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.6161 | 29.75 | 154.7 | |
| GreedyNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5873 | 34.12 | 202.5 | |
| k-NNNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5819 | 34.62 | 522.9 | |
| NeuralUCBNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.4849 | 42.62 | 2,216.6 | |
| RandomNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.4733 | 43.5 | 2,302.9 | |
| TSNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.4541 | 48.37 | 2,992.7 |