Traffic Speed Prediction on PEMSD7 M
5.33RMSEPM-DMNet(P)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PM-DMNet(P)variant=PMP2024.08 | 5.33 | 2.61 | 6.55 | |
| PM-DMNet(R)variant=Recursive2024.08 | 5.36 | 2.6 | 6.57 | |
| STWave2024.08 | 5.39 | 2.66 | 6.76 | |
| MegaCRN2024.08 | 5.4 | 2.67 | 6.73 | |
| STGODE2024.08 | 5.66 | 2.97 | 7.36 | |
| STFGNN2024.08 | 5.74 | 2.93 | 7.28 | |
| AGCRN2024.08 | 5.84 | 2.99 | 7.42 | |
| STSGCN2024.08 | 5.93 | 3.01 | 7.55 | |
| LSGCN2024.08 | 5.98 | 3.05 | 7.62 | |
| ASTGCNvariant=r2024.08 | 6.18 | 3.14 | 8.12 | |
| GWN2024.08 | 6.24 | 3.19 | 8.02 | |
| STGCN2024.08 | 6.79 | 3.86 | 10.06 | |
| DCRNN2024.08 | 7.18 | 3.83 | 9.81 | |
| TCN2024.08 | 7.2 | 4.36 | 9.71 | |
| SVR2024.08 | 7.47 | 4.09 | 10.03 | |
| LSTM2024.08 | 7.51 | 4.16 | 10.1 | |
| VAR2024.08 | 7.61 | 4.25 | 10.28 | |
| HA2024.08 | 8.63 | 4.59 | 14.35 | |
| ARIMA2024.08 | 13.2 | 7.27 | 15.38 |