Traffic Movie Prediction on Traffic Datasets Berlin, Antwerp, Moscow Mean (test)
0.0662MAERCSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RCSNet2026.05 | 0.0662 | 0.4063 | 0.6349 | |
| Multi-task Transfer Learning2026.05 | 0.0748 | 0.4512 | 0.6715 | |
| UNet2026.05 | 0.0787 | 0.4682 | 0.6841 | |
| U-Net + TDA2026.05 | 0.086 | 0.5212 | 0.7217 | |
| SwinUnet3D2026.05 | 0.0875 | 0.5293 | 0.7273 | |
| 3DResNet + Sparse-UNet2026.05 | 0.0897 | 0.5401 | 0.7346 | |
| Traffic Movie Snippets2026.05 | 0.0919 | 0.5567 | 0.7459 | |
| Graph-based U-Net2026.05 | 0.0941 | 0.5675 | 0.7531 | |
| Dual Encoding U-Net2026.05 | 0.0964 | 0.5789 | 0.7607 | |
| Historical Average2026.05 | 0.2323 | 1.5815 | 0.8543 |