Traffic Flow Prediction on PEMSD7
33.15RMSEPM-DMNet(R)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PM-DMNet(R)variant=Recursive2024.08 | 33.15 | 19.18 | 7.95 | |
| PM-DMNet(P)variant=PMP2024.08 | 33.33 | 19.35 | 8.05 | |
| MegaCRN2024.08 | 33.83 | 20.42 | 8.68 | |
| STWave2024.08 | 33.88 | 19.94 | 8.38 | |
| AGCRN2024.08 | 36.55 | 22.37 | 9.12 | |
| STFGNN2024.08 | 36.6 | 23.46 | 9.21 | |
| STGODE2024.08 | 37.54 | 22.59 | 10.14 | |
| ASTGCNvariant=r2024.08 | 37.87 | 24.01 | 10.73 | |
| DCRNN2024.08 | 38.61 | 25.22 | 11.82 | |
| STSGCN2024.08 | 39.03 | 24.26 | 10.21 | |
| STGCN2024.08 | 39.34 | 25.33 | 11.21 | |
| LSGCN2024.08 | 41.46 | 27.31 | 11.98 | |
| GWN2024.08 | 41.5 | 26.39 | 11.97 | |
| TCN2024.08 | 42.23 | 32.72 | 14.26 | |
| LSTM2024.08 | 45.94 | 29.98 | 13.2 | |
| SVR2024.08 | 50.22 | 32.49 | 14.26 | |
| ARIMA2024.08 | 59.27 | 38.17 | 19.46 | |
| HA2024.08 | 65.64 | 45.12 | 24.51 | |
| VAR2024.08 | 75.63 | 50.22 | 32.22 |