Sensor Placement Optimization on ITS Policy B (cross-recording)
88.1Success RateNSGA-II (oracle)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NSGA-II (oracle)Policy=B, Batch size=1, End-to-end=true, Success Criterion=Cov >= 0.95 and SNR >= 45 dB2026.02 | 88.1 | 4,556.1 | 4,565.7 | |
| Set TransformerPolicy=B, Batch size=1, End-to-end=true, Success Criterion=Cov >= 0.95 and SNR >= 45 dB2026.02 | 79.1 | 2.44 | 4.01 | |
| K-meansPolicy=B, Batch size=1, End-to-end=true, Success Criterion=Cov >= 0.95 and SNR >= 45 dB2026.02 | 76 | 105.88 | 116.45 | |
| GreedyPolicy=B, Batch size=1, End-to-end=true, Success Criterion=Cov >= 0.95 and SNR >= 45 dB2026.02 | 64.4 | 54.19 | 64.72 | |
| TransformerPolicy=B, Batch size=1, End-to-end=true, Success Criterion=Cov >= 0.95 and SNR >= 45 dB2026.02 | 62.5 | 1.2 | 13.45 | |
| K-medoidsPolicy=B, Batch size=1, End-to-end=true, Success Criterion=Cov >= 0.95 and SNR >= 45 dB2026.02 | 58.8 | 18.18 | 19.68 |