MTGNN

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series4 results

Traffic PredictiononEXPY-TKY
1 step MAE· 2020-05-24
5.86
best: 5.73 (STD-MAE)
SOTA
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks arXiv:2005.11650
Traffic PredictiononEXPY-TKY
3 step MAE· 2020-05-24
6.49
best: 6.41 (STD-MAE)
SOTA
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks arXiv:2005.11650
Traffic PredictiononEXPY-TKY
6 step MAE· 2020-05-24
6.81
best: 6.75 (STD-MAE)
SOTA
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks arXiv:2005.11650
Traffic PredictiononNE-BJ
12 steps MAE· 2020-05-24
4.9
best: 4.68 (RGDAN)
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks arXiv:2005.11650