Traffic speed forecasting on PeMSD7 Medium-scale (test)
2.23MAE3D-TGCN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| 3D-TGCNPrediction Horizon=15 min2019.03 | 2.23 | 0.0513 | 3.93 | |
| STGCNPrediction Horizon=15 min2019.03 | 2.24 | 0.052 | 4.07 | |
| DCRNNPrediction Horizon=15 min2019.03 | 2.25 | 0.053 | 4.04 | |
| LSVRPrediction Horizon=15 min2019.03 | 2.49 | 0.0591 | 4.55 | |
| FNNPrediction Horizon=15 min2019.03 | 2.53 | 0.0605 | 4.46 | |
| 3D-TGCNPrediction Horizon=30 min2019.03 | 2.97 | 0.0708 | 5.31 | |
| DCRNNPrediction Horizon=30 min2019.03 | 2.98 | 0.0739 | 5.58 | |
| STGCNPrediction Horizon=30 min2019.03 | 3.02 | 0.0727 | 5.7 | |
| LSVRPrediction Horizon=30 min2019.03 | 3.46 | 0.0842 | 6.44 | |
| FC-LSTMPrediction Horizon=15 min2019.03 | 3.57 | 0.086 | 6.2 | |
| 3D-TGCNPrediction Horizon=60 min2019.03 | 3.65 | 0.0879 | 6.66 | |
| FNNPrediction Horizon=30 min2019.03 | 3.73 | 0.0948 | 6.46 | |
| DCRNNPrediction Horizon=60 min2019.03 | 3.83 | 0.0985 | 7.19 | |
| FC-LSTMPrediction Horizon=30 min2019.03 | 3.92 | 0.0955 | 7.03 | |
| HAPrediction Horizon=15/30/60 min (Average)2019.03 | 4.01 | 0.1061 | 7.2 | |
| STGCNPrediction Horizon=60 min2019.03 | 4.01 | 0.0977 | 7.55 | |
| FC-LSTMPrediction Horizon=60 min2019.03 | 4.16 | 0.101 | 7.51 | |
| LSVRPrediction Horizon=60 min2019.03 | 4.94 | 0.1241 | 9.08 | |
| FNNPrediction Horizon=60 min2019.03 | 5.28 | 0.1373 | 8.75 |