Traffic flow prediction on CHBike
9.9MAPEGNS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GNS2026.03 | 9.9 | — | — | |
| NDCN2026.03 | 14.6 | — | — | |
| LatentODE2026.03 | 15.4 | — | — | |
| PDEDER2026.03 | 17.6 | — | — | |
| Cy2MixerCycle block=included2024.01 | 29.2 | 3.8 | 5.37 | |
| PDFormer2024.01 | 30.06 | 3.89 | 5.48 | |
| Cy2MixerCycle block=excluded2024.01 | 30.1 | 3.89 | 5.46 | |
| STGNCDE2024.01 | 30.87 | 4.11 | 5.8 | |
| GMAN2024.01 | 30.91 | 4.1 | 5.79 | |
| ASTGNN2024.01 | 30.91 | 4.02 | 5.71 | |
| GWNET2024.01 | 30.92 | 4.13 | 5.81 | |
| STAEFormer2024.01 | 31.49 | 4.03 | 5.7 | |
| STGODE2026.03 | 40.6 | — | — | |
| TREAT2026.03 | 69.2 | — | — | |
| MTGODE2026.03 | 102.7 | — | — |