Ramp flow prediction on QiLin 10min sampling interval (test)
12.77MAESTDAEGWNET
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STDAEGWNET2025.10 | 12.77 | 47 | 20.58 | |
| GWNet2025.10 | 12.86 | 48 | 20.71 | |
| D2STGNN2025.10 | 12.99 | 48 | 21.06 | |
| STAEformer2025.10 | 13.24 | 49 | 21.59 | |
| STPGNN2025.10 | 13.31 | 56 | 21.03 | |
| STNorm2025.10 | 13.44 | 50 | 21.31 | |
| STGCN2025.10 | 13.63 | 51 | 22.13 | |
| AGCRN2025.10 | 14.04 | 51 | 22.73 | |
| DCRNN2025.10 | 14.12 | 55 | 22.8 | |
| iTransformer2025.10 | 14.37 | 54 | 22.72 | |
| GRU2025.10 | 17.2 | 69 | 26.89 | |
| TCN2025.10 | 17.37 | 71 | 27.03 | |
| MTGNN2025.10 | 19.12 | 76 | 28.78 | |
| TGCN2025.10 | 19.26 | 75 | 30.76 |