LSTM-SC

Reported on 10 benchmarks across 3 tasks

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

Time Series10 results

Time Series ForecastingonAEP
12 steps MAPE
2.58
Time Series ForecastingonAEP
12 steps RMSE
549.92
Time Series ForecastingonAEP
MAPE (%)
0.67
Time Series ForecastingonAEP
RMSE
97.78
Time Series AnalysisonAEP
12 steps MAPE
2.58
Time Series AnalysisonAEP
12 steps RMSE
549.92
Time Series AnalysisonAEP
MAPE (%)
0.67
Time Series AnalysisonAEP
RMSE
97.78
Multivariate Time Series ForecastingonAEP
12 steps MAPE
2.58
Multivariate Time Series ForecastingonAEP
12 steps RMSE
549.92