Ramp Flow Prediction on XueBu 5min
6.89MAESTDAEGWNET
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STDAEGWNET2025.10 | 6.89 | 52.2 | 12.8912 | |
| STDAEGWNET2025.10 | 6.89 | 52 | 12.89 | |
| D2STGNN2025.10 | 6.98 | 50 | 12.95 | |
| STDMAE2025.10 | 7 | 49 | 12.98 | |
| STAEformer2025.10 | 7.12 | 53 | 13.01 | |
| STPGNN2025.10 | 7.17 | 59 | 12.93 | |
| STNorm2025.10 | 7.18 | 53 | 13.36 | |
| STGCN2025.10 | 7.23 | 55 | 13.25 | |
| HimNet2025.10 | 7.26 | 52 | 13.34 | |
| GWNet2025.10 | 7.27 | 55 | 13.43 | |
| GWNet2025.10 | 7.35 | 54 | 13.99 | |
| AGCRN2025.10 | 7.37 | 60 | 13.42 | |
| DCRNN2025.10 | 7.5 | 64 | 13.63 | |
| iTransformer2025.10 | 7.64 | 54 | 14.13 | |
| TGCN2025.10 | 7.89 | 65 | 14.45 | |
| TCN2025.10 | 8.29 | 67 | 14.98 | |
| GRU2025.10 | 8.3 | 67 | 15.13 | |
| MTGNN2025.10 | 8.7 | 66 | 14.74 |