Ramp Flow Prediction on XueBu 3min
4.58MAESTDAEGWNET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STDAEGWNET2025.10 | 4.58 | 54.1 | 8.11 | |
| STDAEGWNET2025.10 | 4.58 | 54 | 8.11 | |
| D2STGNN2025.10 | 4.62 | 55 | 8.17 | |
| GWNet2025.10 | 4.64 | 55 | 8.23 | |
| STDMAE2025.10 | 4.68 | 51 | 8.38 | |
| STNorm2025.10 | 4.69 | 56 | 8.31 | |
| STAEformer2025.10 | 4.71 | 56 | 8.3 | |
| STGCN2025.10 | 4.73 | 56 | 8.33 | |
| STPGNN2025.10 | 4.74 | 60 | 8.26 | |
| GWNet2025.10 | 4.75 | 54 | 8.47 | |
| AGCRN2025.10 | 4.79 | 58 | 8.44 | |
| DCRNN2025.10 | 4.86 | 66 | 8.38 | |
| HimNet2025.10 | 4.94 | 57 | 8.76 | |
| iTransformer2025.10 | 5.1 | 56 | 9.1 | |
| TCN2025.10 | 5.37 | 64 | 9.44 | |
| TGCN2025.10 | 5.38 | 63 | 9.65 | |
| GRU2025.10 | 5.42 | 64 | 9.57 | |
| MTGNN2025.10 | 6.04 | 67 | 10.3 |