Traffic Prediction on PeMSD3

Metric: 12 steps RMSE (lower is better)

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#	Model↕	12 steps RMSE▲	Extra Data	Paper	Date↕	Code
1	STD-MAE	24.43	Yes	Spatial-Temporal-Decoupled Masked Pre-training f...	2023-12-01	Code
2	DDGCRN	25.07	No	-	-	Code
3	PDG2Seq	25.47	No	-	-	Code
4	STG-NRDE	27.06	No	Graph Neural Rough Differential Equations for Tr...	2023-03-20	Code
5	STG-NCDE	27.09	No	Graph Neural Controlled Differential Equations f...	2021-12-07	Code

#1STD-MAESOTA
24.43
12 steps RMSE· Extra Data· 2023-12-01
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting Code
#2DDGCRN
25.07
12 steps RMSE
No paperCode
#3PDG2Seq
25.47
12 steps RMSE
No paperCode
#4STG-NRDESOTA
27.06
12 steps RMSE· 2023-03-20
Graph Neural Rough Differential Equations for Traffic Forecasting Code
#5STG-NCDESOTA
27.09
12 steps RMSE· 2021-12-07
Graph Neural Controlled Differential Equations for Traffic Forecasting Code