Traffic Prediction on PeMSD3

Metric: 12 steps MAE (lower is better)

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#	Model↕	12 steps MAE▲	Extra Data	Paper	Date↕	Code
1	STD-MAE	13.8	Yes	Spatial-Temporal-Decoupled Masked Pre-training f...	2023-12-01	Code
2	PDG2Seq	14.62	No	-	-	Code
3	DDGCRN	14.63	No	-	-	Code
4	STWave	14.93	No	-	-	Code
5	STG-NRDE	15.5	No	Graph Neural Rough Differential Equations for Tr...	2023-03-20	Code
6	STG-NCDE	15.57	No	Graph Neural Controlled Differential Equations f...	2021-12-07	Code

#1STD-MAESOTA
13.8
12 steps MAE· Extra Data· 2023-12-01
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting Code
#2PDG2Seq
14.62
12 steps MAE
No paperCode
#3DDGCRN
14.63
12 steps MAE
No paperCode
#4STWave
14.93
12 steps MAE
No paperCode
#5STG-NRDESOTA
15.5
12 steps MAE· 2023-03-20
Graph Neural Rough Differential Equations for Traffic Forecasting Code
#6STG-NCDESOTA
15.57
12 steps MAE· 2021-12-07
Graph Neural Controlled Differential Equations for Traffic Forecasting Code