Traffic Speed Prediction on OS I4
5.86RMSEMMCAformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MMCAformer2026.02 | 5.86 | 3.43 | 0.1413 | |
| GraphWaveNet2026.02 | 6.6 | 3.9 | 0.1577 | |
| SATEformer2026.02 | 6.6 | 3.74 | 0.1665 | |
| STGCN2026.02 | 6.8 | 3.86 | 0.1521 | |
| DCRNN2026.02 | 7.21 | 4.14 | 0.1736 | |
| ASTGCN2026.02 | 7.36 | 4.23 | 0.1833 | |
| iTransformer2026.02 | 7.5 | 4.18 | 0.1732 | |
| Seq2SeqLSTM2026.02 | 7.74 | 4.47 | 0.2004 |