Traffic Speed Prediction on Hills I75
5.78RMSEMMCAformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MMCAformer2026.02 | 5.78 | 3.31 | 7.34 | |
| GraphWaveNet2026.02 | 6.58 | 3.63 | 9.54 | |
| SATEformer2026.02 | 6.62 | 3.62 | 9.19 | |
| DCRNN2026.02 | 6.68 | 3.63 | 9.04 | |
| STGCN2026.02 | 6.94 | 3.69 | 9.76 | |
| iTransformer2026.02 | 7.17 | 3.77 | 9.35 | |
| ASTGCN2026.02 | 7.62 | 3.99 | 10.99 | |
| Seq2SeqLSTM2026.02 | 8.35 | 4.41 | 12.12 |