Traffic Prediction on Milano (test)
3.96MAESTNet-Sim2RealBO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| STNet-Sim2RealBO2026.01 | 3.96 | 7.55 | — | — | — | — | — | |
| DCRNN2026.01 | 5.05 | 8.97 | — | — | — | — | — | |
| iTransformer2026.01 | 5.14 | 9.52 | — | — | — | — | — | |
| Informer2026.01 | 5.18 | 9.37 | — | — | — | — | — | |
| STGCN2026.01 | 5.22 | 9.64 | — | — | — | — | — | |
| STAEformer2026.01 | 5.25 | 8.94 | — | — | — | — | — | |
| Transformer2026.01 | 6.15 | 10.77 | — | — | — | — | — | |
| LSTM2026.01 | 6.49 | 10.75 | — | — | — | — | — | |
| ARIMAp=1, d=0, q=32025.12 | — | — | 8.59 | — | — | — | — | |
| AutoformerNumber of Parameters=13M2025.12 | — | — | 8.95 | — | — | — | — | |
| BERT_MSENumber of Parameters=12M2025.12 | — | — | 7.65 | — | — | — | — | |
| ChronosNumber of Parameters=20M2025.12 | — | — | 8.61 | — | — | — | — | |
| FNNNumber of Parameters=2002025.12 | — | — | 8.09 | — | — | — | — | |
| LSTMNumber of Parameters=7502025.12 | — | — | 7.98 | — | — | — | — | |
| NeST-S6Resolution=20²2026.03 | — | — | — | 3.854 | 8.401 | 3.404 | 8.259 | |
| NeST-S6Resolution=50²2026.03 | — | — | — | 3.822 | 8.354 | 5.359 | 8.827 | |
| NeST-S6Resolution=100²2026.03 | — | — | — | 3.906 | 8.422 | 3.53 | 8.736 | |
| Previous Value Predictor2025.12 | — | — | 10.78 | — | — | — | — | |
| VMRNN-DResolution=20²2026.03 | — | — | — | 4.442 | 11.353 | 4.264 | 10.093 | |
| VMRNN-DResolution=50²2026.03 | — | — | — | 4.461 | 11.485 | 3.804 | 8.946 | |
| VMRNN-DResolution=100²2026.03 | — | — | — | 4.476 | 11.919 | 3.613 | 8.858 |