Traffic Prediction on PeMSD7(M)

Metric: 12 steps RMSE (lower is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	12 steps RMSE▲	Extra Data	Paper	Date↕	Code
1	STD-MAE	5.2	Yes	Spatial-Temporal-Decoupled Masked Pre-training f...	2023-12-01	Code
2	DDGCRN	5.21	No	-	-	Code
3	STG-NRDE	5.31	No	Graph Neural Rough Differential Equations for Tr...	2023-03-20	Code
4	PM-DMNet(P)	5.33	No	Pattern-Matching Dynamic Memory Network for Dual...	2024-08-12	Code
5	PM-DMNet(R)	5.36	No	Pattern-Matching Dynamic Memory Network for Dual...	2024-08-12	Code
6	STG-NCDE	5.39	No	Graph Neural Controlled Differential Equations f...	2021-12-07	Code
7	STGM	6.331	No	-	-	Code

#1STD-MAESOTA
5.2
12 steps RMSE· Extra Data· 2023-12-01
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting Code
#2DDGCRN
5.21
12 steps RMSE
No paperCode
#3STG-NRDESOTA
5.31
12 steps RMSE· 2023-03-20
Graph Neural Rough Differential Equations for Traffic Forecasting Code
#4PM-DMNet(P)
5.33
12 steps RMSE· 2024-08-12
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction Code
#5PM-DMNet(R)
5.36
12 steps RMSE· 2024-08-12
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction Code
#6STG-NCDESOTA
5.39
12 steps RMSE· 2021-12-07
Graph Neural Controlled Differential Equations for Traffic Forecasting Code
#7STGM
6.331
12 steps RMSE
No paperCode