Cellular traffic prediction on Trento
2.6154MAEMSPF-Net
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MSPF-Net2026.07 | 2.6154 | — | — | — | — | — | — | 3.9083 | |
| MSCR2026.07 | 3.4169 | — | — | — | — | — | — | 5.5361 | |
| ST-Tran2026.07 | 5.4974 | — | — | — | — | — | — | 8.8898 | |
| TimeMixer2026.07 | 5.5132 | — | — | — | — | — | — | 9.0169 | |
| FEDformer2026.07 | 5.6117 | — | — | — | — | — | — | 9.1375 | |
| Transformer2026.07 | 5.7098 | — | — | — | — | — | — | 9.2954 | |
| OpenCity2026.07 | 5.9151 | — | — | — | — | — | — | 9.1458 | |
| LSTM2026.07 | 6.3822 | — | — | — | — | — | — | 10.013 | |
| DDGCRN2026.07 | 7.7951 | — | — | — | — | — | — | 12.9861 | |
| FISTGCN2026.07 | 9.5429 | — | — | — | — | — | — | 13.5442 | |
| AST-MTL2026.01 | — | 1.31 | 2.24 | 4.06 | 8.21 | 7.19 | 10.98 | — | |
| CSLSL2026.01 | — | 1.5 | 2.69 | 3.41 | 7.1 | 7 | 11.1 | — | |
| MTTC2026.01 | — | 1.25 | 2.18 | 3.61 | 7.25 | 7.46 | 11.62 | — | |
| Sim-MSTNet2026.01 | — | 0.29 | 0.47 | 0.75 | 1.62 | 1.89 | 3.33 | — |