ML Research Wiki / Benchmarks / Time Series Forecasting / PeMSD7

PeMSD7

Time Series Forecasting Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: 9 steps MAE

Top Performing Models

Rank Model Paper 9 steps MAE Date Code
1 FC-LSTM Sequence to Sequence Learning with Neural Networks 4.16 2014-09-10 📦 bentrevett/pytorch-seq2seq 📦 farizrahman4u/seq2seq 📦 macournoyer/neuralconvo
2 STGCN(1st) Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting 3.79 2017-09-14 📦 VeritasYin/STGCN_IJCAI-18 📦 hazdzz/STGCN 📦 Aguin/STGCN-PyTorch
3 STGCN(Cheb) Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting 3.57 2017-09-14 📦 VeritasYin/STGCN_IJCAI-18 📦 hazdzz/STGCN 📦 Aguin/STGCN-PyTorch

All Papers (3)