Multivariate Time-series Forecasting on COVID-19 1/22/2020 to 5/10/2020 (14 Day horizon)
17.1MAPEStemGNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| StemGNNHorizon=14 days2021.03 | 17.1 | — | — | |
| StemGNN2021.03 | 17.1 | 533.67 | 871.17 | |
| N-BEATSHorizon=14 days2021.03 | 18.5 | — | — | |
| N-BEATS2021.03 | 18.5 | 847.14 | 1,286.36 | |
| DeepGLOHorizon=14 days2021.03 | 18.9 | — | — | |
| DeepGLO2021.03 | 18.9 | 1,718.69 | 1,734.67 | |
| DeepStateHorizon=14 days2021.03 | 20.4 | — | — | |
| DeepState2021.03 | 20.4 | 1,852.73 | 2,091.32 | |
| SFMHorizon=14 days2021.03 | 21.3 | — | — | |
| SFM2021.03 | 21.3 | 1,812.82 | 3,589 | |
| FC-LSTMHorizon=14 days2021.03 | 22.9 | — | — | |
| FC-LSTM2021.03 | 22.9 | 2,135.54 | 3,855.75 | |
| TCNHorizon=14 days2021.03 | 23.1 | — | — | |
| TCN2021.03 | 23.1 | 1,307 | 2,871.17 | |
| GraphWaveNetHorizon=14 days2021.03 | 24.4 | — | — | |
| Graph WaveNet2021.03 | 24.4 | 1,899.5 | 2,125.7 |