Multi-horizon Traffic Flow Forecasting on ODOT
0.087MAE (1h)STT-ED
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| STT-ED2026.03 | 0.087 | 0.214 | 0.291 | 0.317 | 0.138 | 0.277 | 0.374 | 0.413 | |
| DCRNN2026.03 | 0.098 | 0.227 | 0.36 | 0.486 | 0.148 | 0.321 | 0.474 | 0.614 | |
| Graph WaveNet2026.03 | 0.122 | 0.233 | 0.35 | 0.485 | 0.157 | 0.282 | 0.422 | 0.601 | |
| ASTGCN2026.03 | 0.128 | 0.228 | 0.329 | 0.332 | 0.162 | 0.311 | 0.432 | 0.461 | |
| ARIMA2026.03 | 0.136 | 0.327 | 0.52 | 0.674 | 0.191 | 0.413 | 0.608 | 0.752 | |
| GAT-LSTM2026.03 | 0.251 | 0.265 | 0.362 | 0.426 | 0.363 | 0.37 | 0.477 | 0.514 | |
| GCN-GRU2026.03 | 0.31 | 0.326 | 0.347 | 0.401 | 0.394 | 0.426 | 0.49 | 0.511 | |
| STGCN2026.03 | 0.321 | 0.323 | 0.335 | 0.359 | 0.418 | 0.419 | 0.462 | 0.472 | |
| FNN2026.03 | 0.357 | 0.38 | 0.389 | 0.392 | 0.511 | 0.558 | 0.569 | 0.571 | |
| HA2026.03 | 0.921 | 0.921 | 0.921 | 0.921 | 0.991 | 0.991 | 0.991 | 0.991 |