STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting

Benchmark Model Rank Results
traffic-prediction-on-metr-laSTAEformer#4MAE @ 12 step: 3.34MAE @ 3 step: 2.65
traffic-prediction-on-pems-baySTAEformer#11MAE @ 12 step: 1.91
traffic-prediction-on-pems04STAEformer#412 Steps MAE: 18.22
traffic-prediction-on-pems07STAEformer#2MAE@1h: 19.14
traffic-prediction-on-pems08STAEformer#4MAE@1h: 13.46
traffic-prediction-on-pemsd7STAEformer#212 steps MAE: 19.1412 steps MAPE: 8.0112 steps RMSE: 32.60