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ResearchFormerly WizWand

Traffic Forecasting on PEMS08 standard (test)

13.32MAEConFormer
12.386418.688224.9931.2918Dec 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ConFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1213.3222.960.0876
STAEFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1213.4623.250.0888
PDFormerInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1213.5823.410.0905
STIDInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1214.2123.280.0927
GWNetInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1214.423.390.0921
DCRNNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1215.2224.170.1021
AGCRNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1215.3224.410.1003
STGCNInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1216.0825.390.106
GTSInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1216.4926.080.1054
HIInput length=12, Output length=12, Accident info=false, Horizon aggregation=Average2025.1236.6650.450.2163