Traffic Prediction on PEMS-BAY Always available sensor v1 (test)
3.2MAPE (15 min)MoGERNN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MoGERNNSensor=Always available sensor2025.01 | 3.2 | 1.54 | 2.93 | 4.55 | 1.96 | 4.06 | 6.22 | 2.5 | 5.29 | |
| UIGNNSensor=Always available sensor2025.01 | 3.37 | 1.63 | 3.06 | 4.92 | 2.16 | 4.34 | 7.09 | 2.94 | 5.83 | |
| IGNNKSensor=Always available sensor2025.01 | 3.4 | 1.63 | 3.12 | 5.11 | 2.19 | 4.44 | 7.52 | 3.02 | 6 | |
| OKriging+EDSensor=Always available sensor2025.01 | 3.43 | 1.57 | 3.13 | 5.1 | 2.06 | 4.62 | 6.99 | 2.67 | 6.08 | |
| KNN+EDSensor=Always available sensor2025.01 | 3.52 | 1.61 | 3.18 | 5.21 | 2.11 | 4.73 | 7.28 | 2.75 | 6.23 | |
| GMSDRSensor=Always available sensor2025.01 | 4.86 | 2.18 | 4.1 | 5.59 | 2.46 | 4.66 | 6.88 | 2.89 | 5.47 | |
| TGCNSensor=Always available sensor2025.01 | 6.5 | 2.91 | 4.91 | 7.62 | 3.24 | 5.69 | 9.5 | 3.83 | 6.91 | |
| FUNSSensor=Always available sensor2025.01 | 8.06 | 3.24 | 6.37 | 7.82 | 3.21 | 6.3 | 7.56 | 3.11 | 6.3 |