Traffic Forecasting on NAVER-Seoul (test)
4.57MAEPM-MemNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PM-MemNetPrediction Horizon=15min, Sequence Length=18-step2021.10 | 4.57 | 14.43 | 6.72 | |
| STGCNPrediction Horizon=15min, Sequence Length=18-step2021.10 | 4.63 | 14.49 | 6.92 | |
| DCRNNPrediction Horizon=15min, Sequence Length=18-step2021.10 | 4.86 | 15.35 | 7.12 | |
| GCRNNPrediction Horizon=15min, Sequence Length=18-step2021.10 | 4.87 | 15.23 | 7.18 | |
| GWNetPrediction Horizon=15min, Sequence Length=18-step2021.10 | 4.91 | 14.86 | 7.24 | |
| PM-MemNetPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.04 | 16.34 | 7.86 | |
| ASTGCNPrediction Horizon=15min, Sequence Length=18-step2021.10 | 5.09 | 16.14 | 7.44 | |
| PM-MemNetPrediction Horizon=45min, Sequence Length=18-step2021.10 | 5.18 | 16.81 | 8.24 | |
| GMANPrediction Horizon=15min, Sequence Length=18-step2021.10 | 5.2 | 16.98 | 8.32 | |
| PM-MemNetPrediction Horizon=60min, Sequence Length=18-step2021.10 | 5.24 | 16.94 | 8.39 | |
| GWNetPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.26 | 16.16 | 8.13 | |
| MLPPrediction Horizon=15min, Sequence Length=18-step2021.10 | 5.28 | 16.86 | 7.78 | |
| PM-MemNetPrediction Horizon=75min, Sequence Length=18-step2021.10 | 5.3 | 17.1 | 8.5 | |
| GMANPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.35 | 17.47 | 8.67 | |
| PM-MemNetPrediction Horizon=90min, Sequence Length=18-step2021.10 | 5.4 | 17.44 | 8.68 | |
| GWNetPrediction Horizon=45min, Sequence Length=18-step2021.10 | 5.43 | 16.7 | 8.53 | |
| GMANPrediction Horizon=45min, Sequence Length=18-step2021.10 | 5.43 | 17.72 | 8.84 | |
| GMANPrediction Horizon=60min, Sequence Length=18-step2021.10 | 5.48 | 17.89 | 8.94 | |
| STGCNPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.5 | 17.37 | 8.83 | |
| GMANPrediction Horizon=75min, Sequence Length=18-step2021.10 | 5.53 | 18.05 | 9.03 | |
| GWNetPrediction Horizon=60min, Sequence Length=18-step2021.10 | 5.55 | 16.97 | 8.77 | |
| GMANPrediction Horizon=90min, Sequence Length=18-step2021.10 | 5.58 | 18.18 | 9.09 | |
| DCRNNPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.67 | 18.38 | 8.8 | |
| GWNetPrediction Horizon=75min, Sequence Length=18-step2021.10 | 5.68 | 17.31 | 9.01 | |
| ASTGCNPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.71 | 18.78 | 8.73 | |
| GCRNNPrediction Horizon=30min, Sequence Length=18-step2021.10 | 5.73 | 18.17 | 9.03 | |
| GWNetPrediction Horizon=90min, Sequence Length=18-step2021.10 | 5.87 | 17.89 | 9.33 | |
| ASTGCNPrediction Horizon=45min, Sequence Length=18-step2021.10 | 6.01 | 19.73 | 9.28 | |
| DCRNNPrediction Horizon=45min, Sequence Length=18-step2021.10 | 6.12 | 20.06 | 9.61 | |
| MLPPrediction Horizon=30min, Sequence Length=18-step2021.10 | 6.13 | 20.05 | 9.51 | |
| STGCNPrediction Horizon=45min, Sequence Length=18-step2021.10 | 6.16 | 19.15 | 9.95 | |
| ASTGCNPrediction Horizon=60min, Sequence Length=18-step2021.10 | 6.22 | 20.37 | 9.58 | |
| GCRNNPrediction Horizon=45min, Sequence Length=18-step2021.10 | 6.24 | 19.85 | 9.99 | |
| DCRNNPrediction Horizon=60min, Sequence Length=18-step2021.10 | 6.4 | 21.09 | 10.06 | |
| ASTGCNPrediction Horizon=75min, Sequence Length=18-step2021.10 | 6.46 | 20.93 | 9.91 | |
| HAPrediction Horizon=15min, Sequence Length=18-step2021.10 | 6.54 | 18.24 | 9.32 | |
| GCRNNPrediction Horizon=60min, Sequence Length=18-step2021.10 | 6.58 | 20.95 | 10.58 | |
| DCRNNPrediction Horizon=75min, Sequence Length=18-step2021.10 | 6.63 | 21.93 | 10.39 | |
| MLPPrediction Horizon=45min, Sequence Length=18-step2021.10 | 6.68 | 22.01 | 10.48 | |
| ASTGCNPrediction Horizon=90min, Sequence Length=18-step2021.10 | 6.76 | 21.83 | 10.32 | |
| STGCNPrediction Horizon=60min, Sequence Length=18-step2021.10 | 6.77 | 20.42 | 10.89 | |
| DCRNNPrediction Horizon=90min, Sequence Length=18-step2021.10 | 6.86 | 22.74 | 10.69 | |
| GCRNNPrediction Horizon=75min, Sequence Length=18-step2021.10 | 6.87 | 21.91 | 11.02 | |
| MLPPrediction Horizon=60min, Sequence Length=18-step2021.10 | 7.08 | 23.44 | 11.13 | |
| GCRNNPrediction Horizon=90min, Sequence Length=18-step2021.10 | 7.14 | 22.86 | 11.43 | |
| HAPrediction Horizon=30min, Sequence Length=18-step2021.10 | 7.16 | 20.15 | 10.18 | |
| STGCNPrediction Horizon=75min, Sequence Length=18-step2021.10 | 7.4 | 21.62 | 11.85 | |
| MLPPrediction Horizon=75min, Sequence Length=18-step2021.10 | 7.44 | 24.76 | 11.67 | |
| HAPrediction Horizon=45min, Sequence Length=18-step2021.10 | 7.7 | 21.81 | 10.89 | |
| MLPPrediction Horizon=90min, Sequence Length=18-step2021.10 | 7.79 | 26.08 | 12.17 | |
| STGCNPrediction Horizon=90min, Sequence Length=18-step2021.10 | 8.06 | 22.93 | 12.86 | |
| HAPrediction Horizon=60min, Sequence Length=18-step2021.10 | 8.22 | 23.37 | 11.54 | |
| HAPrediction Horizon=75min, Sequence Length=18-step2021.10 | 8.73 | 24.91 | 12.17 | |
| HAPrediction Horizon=90min, Sequence Length=18-step2021.10 | 9.24 | 26.4 | 12.77 |