Traffic Forecasting on PEMS04 standard (test)
17.89MAEConFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ConFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 17.89 | 29.79 | 11.83 | |
| STAEFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 18.22 | 30.18 | 11.98 | |
| PDFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 18.36 | 30.03 | 12 | |
| STIDInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 18.38 | 29.95 | 12.04 | |
| GWNetInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 18.53 | 29.92 | 12.89 | |
| AGCRNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 19.38 | 31.25 | 13.4 | |
| STGCNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 19.57 | 31.38 | 13.44 | |
| DCRNNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 19.63 | 31.26 | 13.59 | |
| GTSInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 20.96 | 32.95 | 14.66 | |
| HIInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 42.35 | 61.66 | 29.92 |