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SOTA
Traffic Prediction
Traffic Prediction On Pems M
Traffic Prediction On Pems M
评估指标
MAE (60 min)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
MAE (60 min)
Paper Title
Repository
FC-LSTM
4.16
Sequence to Sequence Learning with Neural Networks
ST-UNet
3.38
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
-
T-UNet
7.036
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
-
STGCN
4.02
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting
3D-TGCN
3.65
3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting
-
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