Ramp flow prediction on QiLin 3min sampling interval (test)
4.89MAESTDAEGWNET
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STDAEGWNET2025.10 | 4.89 | 60 | 7.65 | |
| D2STGNN2025.10 | 4.95 | 61 | 7.76 | |
| GWNet2025.10 | 4.96 | 62 | 7.78 | |
| AGCRN2025.10 | 5.02 | 61 | 7.92 | |
| STNorm2025.10 | 5.03 | 62 | 7.86 | |
| STPGNN2025.10 | 5.06 | 67 | 7.8 | |
| iTransformer2025.10 | 5.07 | 62 | 7.95 | |
| STGCN2025.10 | 5.08 | 61 | 7.93 | |
| STAEformer2025.10 | 5.1 | 62 | 7.98 | |
| DCRNN2025.10 | 5.11 | 64 | 8.03 | |
| TCN2025.10 | 5.63 | 73 | 8.68 | |
| GRU2025.10 | 5.66 | 73 | 8.79 | |
| TGCN2025.10 | 5.89 | 72 | 9.23 | |
| MTGNN2025.10 | 6.53 | 76 | 9.88 |