Traffic Speed Prediction on PEMSD7 L
5.79RMSEPM-DMNet(P)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PM-DMNet(P)variant=PMP2024.08 | 5.79 | 2.81 | 7.13 | |
| PM-DMNet(R)variant=Recursive2024.08 | 5.81 | 2.79 | 6.99 | |
| MegaCRN2024.08 | 5.84 | 2.88 | 7.19 | |
| STWave2024.08 | 5.87 | 2.88 | 7.25 | |
| STFGNN2024.08 | 5.96 | 3.07 | 7.71 | |
| STGODE2024.08 | 5.98 | 3.22 | 7.94 | |
| AGCRN2024.08 | 6.04 | 3.13 | 7.75 | |
| LSGCN2024.08 | 6.55 | 3.49 | 8.77 | |
| ASTGCNvariant=r2024.08 | 6.81 | 3.51 | 9.24 | |
| STGCN2024.08 | 6.83 | 3.89 | 10.09 | |
| STSGCN2024.08 | 6.88 | 3.61 | 9.13 | |
| GWN2024.08 | 7.09 | 3.75 | 9.41 | |
| TCN2024.08 | 7.29 | 4.05 | 10.43 | |
| VAR2024.08 | 8.09 | 4.45 | 11.62 | |
| SVR2024.08 | 8.11 | 4.41 | 11.58 | |
| LSTM2024.08 | 8.2 | 4.66 | 11.69 | |
| DCRNN2024.08 | 8.33 | 4.33 | 11.41 | |
| HA2024.08 | 9.03 | 4.84 | 14.9 | |
| ARIMA2024.08 | 12.39 | 7.51 | 15.83 |