Traffic Prediction on METR-LA Always available sensor v1 (test)
8.07MAPE (15 min)MoGERNN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MoGERNNSensor=Always available sensor2025.01 | 8.07 | 3.04 | 5.31 | 10.45 | 3.61 | 6.45 | 12.74 | 4.24 | 7.66 | |
| KNN+EDSensor=Always available sensor2025.01 | 8.3 | 3.09 | 5.35 | 10.89 | 3.84 | 6.54 | 13.11 | 4.52 | 7.87 | |
| OKriging+EDSensor=Always available sensor2025.01 | 8.38 | 3.1 | 5.37 | 11.44 | 3.86 | 6.75 | 14.56 | 4.85 | 8.31 | |
| UIGNNSensor=Always available sensor2025.01 | 8.42 | 3.31 | 5.72 | 10.91 | 3.95 | 6.95 | 13.98 | 4.85 | 8.45 | |
| IGNNKSensor=Always available sensor2025.01 | 8.5 | 3.34 | 5.76 | 10.96 | 3.98 | 7.06 | 14.11 | 4.95 | 8.58 | |
| GMSDRSensor=Always available sensor2025.01 | 9.44 | 3.55 | 6.09 | 11.14 | 4.01 | 6.9 | 13.86 | 4.78 | 8 | |
| TGCNSensor=Always available sensor2025.01 | 13.81 | 5.32 | 7.74 | 15.94 | 5.84 | 8.66 | 18.48 | 6.61 | 9.85 | |
| FUNSSensor=Always available sensor2025.01 | 16.27 | 5.66 | 9.11 | 16.52 | 5.73 | 9.18 | 15.84 | 5.53 | 8.88 |