FC-LSTM

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Time Series3 results

Time Series ForecastingonPeMSD7
9 steps MAE· 2014-09-10
4.16
best: 3.51 (STGCN-Cov)
SOTA
Sequence to Sequence Learning with Neural Networks arXiv:1409.3215
Traffic PredictiononPeMS-M
MAE (60 min)· uses extra data· 2014-09-10
4.16
best: 3.38 (ST-UNet)
SOTA
Sequence to Sequence Learning with Neural Networks arXiv:1409.3215
Time Series AnalysisonPeMSD7
9 steps MAE· 2014-09-10
4.16
best: 3.51 (STGCN-Cov)
SOTA
Sequence to Sequence Learning with Neural Networks arXiv:1409.3215