Traffic Forecasting on PEMS08 standard (test)
13.32MAEConFormer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ConFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 13.32 | 22.96 | 0.0876 | |
| STAEFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 13.46 | 23.25 | 0.0888 | |
| PDFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 13.58 | 23.41 | 0.0905 | |
| STIDInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 14.21 | 23.28 | 0.0927 | |
| GWNetInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 14.4 | 23.39 | 0.0921 | |
| DCRNNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 15.22 | 24.17 | 0.1021 | |
| AGCRNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 15.32 | 24.41 | 0.1003 | |
| STGCNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 16.08 | 25.39 | 0.106 | |
| GTSInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 16.49 | 26.08 | 0.1054 | |
| HIInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.12 | 36.66 | 50.45 | 0.2163 |