Traffic Prediction on PeMSD7(M)

Metric: 12 steps MAPE (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	12 steps MAPE▼	Extra Data	Paper	Date↕	Code
1	STGM	8.01	No	-	-	Code
2	STG-NCDE	6.76	No	Graph Neural Controlled Differential Equations f...	2021-12-07	Code
3	STG-NRDE	6.68	No	Graph Neural Rough Differential Equations for Tr...	2023-03-20	Code
4	PM-DMNet(R)	6.57	No	Pattern-Matching Dynamic Memory Network for Dual...	2024-08-12	Code
5	PM-DMNet(P)	6.55	No	Pattern-Matching Dynamic Memory Network for Dual...	2024-08-12	Code
6	DDGCRN	6.48	No	-	-	Code
7	STD-MAE	6.35	Yes	Spatial-Temporal-Decoupled Masked Pre-training f...	2023-12-01	Code

#1STGM
8.01
12 steps MAPE
No paperCode
#2STG-NCDESOTA
6.76
12 steps MAPE· 2021-12-07
Graph Neural Controlled Differential Equations for Traffic Forecasting Code
#3STG-NRDE
6.68
12 steps MAPE· 2023-03-20
Graph Neural Rough Differential Equations for Traffic Forecasting Code
#4PM-DMNet(R)
6.57
12 steps MAPE· 2024-08-12
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction Code
#5PM-DMNet(P)
6.55
12 steps MAPE· 2024-08-12
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction Code
#6DDGCRN
6.48
12 steps MAPE
No paperCode
#7STD-MAE
6.35
12 steps MAPE· Extra Data· 2023-12-01
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting Code