Traffic Prediction on BJTaxi

Metric: MAE @ in (lower is better)

LeaderboardDataset

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#	Model↕	MAE @ in▲	Extra Data	Paper	Date↕	Code
1	ST-SSL	11.31	No	Spatio-Temporal Self-Supervised Learning for Tra...	2022-12-07	Code
2	AGCRN	12.3	No	Adaptive Graph Convolutional Recurrent Network f...	2020-07-06	Code
3	STSGCN	12.72	No	-	-	Code
4	STFGNN	13.83	No	Spatial-Temporal Fusion Graph Neural Networks fo...	2020-12-15	Code
5	SimVP+SVQ (Learnable)	14.64	No	Does Vector Quantization Fail in Spatio-Temporal...	2023-12-06	Code

#1ST-SSLSOTA
11.31
MAE @ in· 2022-12-07
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction Code
#2AGCRNSOTA
12.3
MAE @ in· 2020-07-06
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting Code
#3STSGCN
12.72
MAE @ in
No paperCode
#4STFGNN
13.83
MAE @ in· 2020-12-15
Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting Code
#5SimVP+SVQ (Learnable)
14.64
MAE @ in· 2023-12-06
Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach Code