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SotA/Time Series/Multivariate Time Series Forecasting

Multivariate Time Series Forecasting

43 benchmarks245 papers

Benchmarks

Multivariate Time Series Forecasting on USHCN-Daily

Multivariate Time Series Forecasting on MuJoCo

MSE (10^-2, 50% missing)

Multivariate Time Series Forecasting on PhysioNet Challenge 2012

mse (10^-3)MSE stdev

Multivariate Time Series Forecasting on ETTh1 (192) Multivariate

Multivariate Time Series Forecasting on ETTh1 (96) Multivariate

Multivariate Time Series Forecasting on BPI challenge '12

Multivariate Time Series Forecasting on ETTh1 (336) Multivariate

Multivariate Time Series Forecasting on Electricity

Multivariate Time Series Forecasting on Helpdesk

Multivariate Time Series Forecasting on MIMIC-III

Multivariate Time Series Forecasting on Traffic

Multivariate Time Series Forecasting on AEP

12 steps MAPE 12 steps RMSE

Multivariate Time Series Forecasting on ETTh1 (192)

Multivariate Time Series Forecasting on ETTh1 (24)

Multivariate Time Series Forecasting on ETTh1 (24) Multivariate

Multivariate Time Series Forecasting on ETTh1 (336)

Multivariate Time Series Forecasting on ETTh1 (48)

Multivariate Time Series Forecasting on ETTh1 (48) Multivariate

Multivariate Time Series Forecasting on ETTh1 (720) Multivariate

Multivariate Time Series Forecasting on ETTh1 (96)

Multivariate Time Series Forecasting on ETTh2 (720) Multivariate

Multivariate Time Series Forecasting on Electricity (192)

Multivariate Time Series Forecasting on Electricity (336)

Multivariate Time Series Forecasting on Electricity (96)

Multivariate Time Series Forecasting on ExtMarker

Jitter MAE Maximum error RMSE normalized RMSE

Multivariate Time Series Forecasting on Traffic (192)

Multivariate Time Series Forecasting on Traffic (336)

Multivariate Time Series Forecasting on Traffic (720)

Multivariate Time Series Forecasting on Traffic (96)

Multivariate Time Series Forecasting on Weather

Multivariate Time Series Forecasting on Weather (192)

Multivariate Time Series Forecasting on Weather (720)