Traffic Prediction on PEMS-BAY Virtual sensor v1 (test)
7.58MAPE (15 min)MoGERNN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MoGERNNSensor=Virtual sensor2025.01 | 7.58 | 3.56 | 5.95 | 8.1 | 3.68 | 6.2 | 8.88 | 3.92 | 6.72 | |
| IGNNKSensor=Virtual sensor2025.01 | 8.05 | 3.59 | 6.12 | 8.77 | 3.81 | 6.29 | 9.78 | 4.18 | 6.98 | |
| UIGNNSensor=Virtual sensor2025.01 | 8.24 | 3.67 | 5.92 | 8.92 | 3.88 | 6.31 | 9.83 | 4.22 | 6.94 | |
| INCREASESensor=Virtual sensor2025.01 | 9.46 | 4.02 | 6.85 | 9.53 | 4.04 | 6.87 | 9.57 | 4.13 | 6.97 | |
| TGCNSensor=Virtual sensor2025.01 | 9.51 | 3.94 | 6.78 | 10.12 | 4.09 | 7.11 | 10.87 | 4.36 | 7.61 | |
| FUNSSensor=Virtual sensor2025.01 | 10.98 | 4.72 | 7.67 | 10.9 | 4.75 | 7.65 | 10.75 | 4.72 | 7.69 | |
| OKriging+EDSensor=Virtual sensor2025.01 | 11.19 | 4.83 | 7.86 | 11.41 | 4.88 | 8.03 | 11.55 | 4.98 | 8.39 | |
| GMSDRSensor=Virtual sensor2025.01 | 12.82 | 5.67 | 8.27 | 13.11 | 5.8 | 8.45 | 12.54 | 5.49 | 8.31 | |
| KNN+EDSensor=Virtual sensor2025.01 | 13.91 | 5.89 | 11.04 | 13.53 | 5.55 | 10.33 | 12.95 | 5.18 | 9.67 |