Traffic Prediction on LargeST

Metric: CA MAE (lower is better)

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#	Model↕	CA MAE▲	Extra Data	Paper	Date↕	Code
1	PatchSTG	17.35	No	Efficient Large-Scale Traffic Forecasting with T...	2024-12-13	Code
2	STID	18.41	No	Spatial-Temporal Identity: A Simple yet Effectiv...	2022-08-10	Code
3	STWave	19.69	No	-	-	Code
4	STGODE	20.77	No	Spatial-Temporal Graph ODE Networks for Traffic ...	2021-06-24	Code
5	GWNET	21.72	No	Graph WaveNet for Deep Spatial-Temporal Graph Mo...	2019-05-31	Code
6	RPMixer	25.07	No	RPMixer: Shaking Up Time Series Forecasting with...	2024-02-16	-

#1PatchSTGSOTA
17.35
CA MAE· 2024-12-13
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective Code
#2STIDSOTA
18.41
CA MAE· 2022-08-10
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting Code
#3STWave
19.69
CA MAE
No paperCode
#4STGODESOTA
20.77
CA MAE· 2021-06-24
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting Code
#5GWNETSOTA
21.72
CA MAE· 2019-05-31
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Code
#6RPMixer
25.07
CA MAE· 2024-02-16
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data