Traffic Prediction on EXPY-TKY

Metric: 6 step MAE (lower is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	6 step MAE▲	Extra Data	Paper	Date↕	Code
1	STD-MAE	6.75	Yes	Spatial-Temporal-Decoupled Masked Pre-training f...	2023-12-01	Code
2	MTGNN	6.81	No	Connecting the Dots: Multivariate Time Series Fo...	2020-05-24	Code
3	MegaCRN	6.83	No	Spatio-Temporal Meta-Graph Learning for Traffic ...	2022-11-27	Code
4	PM-MemNet	6.87	No	Learning to Remember Patterns: Pattern Matching ...	2021-10-20	Code
5	GWNet	6.89	No	Graph WaveNet for Deep Spatial-Temporal Graph Mo...	2019-05-31	Code
6	AGCRN	7.11	No	Adaptive Graph Convolutional Recurrent Network f...	2020-07-06	Code
7	DCRNN	7.45	No	Diffusion Convolutional Recurrent Neural Network...	2017-07-06	Code
8	StemGNN	7.46	No	Spectral Temporal Graph Neural Network for Multi...	2021-03-13	Code

#1STD-MAESOTA
6.75
6 step MAE· Extra Data· 2023-12-01
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting Code
#2MTGNNSOTA
6.81
6 step MAE· 2020-05-24
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks Code
#3MegaCRN
6.83
6 step MAE· 2022-11-27
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting Code
#4PM-MemNet
6.87
6 step MAE· 2021-10-20
Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting Code
#5GWNetSOTA
6.89
6 step MAE· 2019-05-31
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Code
#6AGCRN
7.11
6 step MAE· 2020-07-06
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting Code
#7DCRNNSOTA
7.45
6 step MAE· 2017-07-06
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Code
#8StemGNN
7.46
6 step MAE· 2021-03-13
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Code