Cellular traffic prediction on Milano
2.285MAEMSPF-Net
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MSPF-Net2026.07 | 2.285 | — | — | — | — | — | — | 3.749 | |
| MSCR2026.07 | 3.9326 | — | — | — | — | — | — | 5.6841 | |
| ST-Tran2026.07 | 4.8029 | — | — | — | — | — | — | 8.5275 | |
| TimeMixer2026.07 | 4.8168 | — | — | — | — | — | — | 8.6495 | |
| FEDformer2026.07 | 4.9028 | — | — | — | — | — | — | 8.7651 | |
| Transformer2026.07 | 4.9885 | — | — | — | — | — | — | 8.9165 | |
| OpenCity2026.07 | 5.1678 | — | — | — | — | — | — | 8.7731 | |
| LSTM2026.07 | 5.5759 | — | — | — | — | — | — | 9.6049 | |
| DDGCRN2026.07 | 6.8104 | — | — | — | — | — | — | 12.4569 | |
| FISTGCN2026.07 | 8.3374 | — | — | — | — | — | — | 12.9921 | |
| AST-MTL2026.01 | — | 1.08 | 1.9 | 1.81 | 4.08 | 5.24 | 9.86 | — | |
| CSLSL2026.01 | — | 0.94 | 1.53 | 1.54 | 3.28 | 2.51 | 4.51 | — | |
| MTTC2026.01 | — | 0.96 | 1.65 | 1.73 | 3.83 | 5.15 | 9.73 | — | |
| Sim-MSTNet2026.01 | — | 0.29 | 0.4 | 0.41 | 0.8 | 1.4 | 2.09 | — |