Graph Neural Rough Differential Equations for Traffic Forecasting

Benchmark Model Rank Results
traffic-prediction-on-pemsd3STG-NRDE#512 steps MAE: 15.5012 steps MAPE: 14.912 steps RMSE: 27.06
traffic-prediction-on-pemsd4STG-NRDE#1012 steps MAE: 19.1312 steps MAPE: 12.6812 steps RMSE: 30.94
traffic-prediction-on-pemsd7STG-NRDE#712 steps MAE: 20.4512 steps MAPE: 8.6512 steps RMSE: 33.73
traffic-prediction-on-pemsd7-lSTG-NRDE#512 steps MAE: 2.8512 steps MAPE: 7.1412 steps RMSE: 5.76
traffic-prediction-on-pemsd7-mSTG-NRDE#512 steps MAE: 2.6612 steps MAPE: 6.6812 steps RMSE: 5.31
traffic-prediction-on-pemsd8STG-NRDE#1012 steps MAE: 15.3212 steps MAPE: 8.912 steps RMSE: 24.72