Predictive Model Routing on RouterBench Quality-Priority
0.6121RewardOracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OracleNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.6121 | 56.12 | 1,911.1 | |
| GreedyNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5459 | 50 | 2,643.4 | |
| UNISCALENumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5347 | 47.87 | 1,924.6 | |
| TSNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5292 | 47 | 3,065.1 | |
| k-NNNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5273 | 47.38 | 2,046.8 | |
| RandomNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.5055 | 43.25 | 2,370.4 | |
| NeuralUCBNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.4991 | 42.75 | 2,679.1 | |
| MLPNumber of seeds=5, Iterations=160, Warm-up phase=50-step2026.05 | 0.4963 | 42 | 1,807.3 |