Multivariate Time-series Forecasting on COVID-19 7 Day horizon 1/22/2020 to 5/10/2020
15.5MAPEStemGNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| StemGNNHorizon=7 days2021.03 | 15.5 | — | — | |
| StemGNN2021.03 | 15.5 | 462.24 | 718.11 | |
| N-BEATSHorizon=7 days2021.03 | 16.5 | — | — | |
| N-BEATS2021.03 | 16.5 | 594.43 | 928.37 | |
| DeepGLOHorizon=7 days2021.03 | 17.1 | — | — | |
| DeepGLO2021.03 | 17.1 | 1,131.23 | 1,023.19 | |
| DeepStateHorizon=7 days2021.03 | 17.3 | — | — | |
| DeepState2021.03 | 17.3 | 922.87 | 1,982.32 | |
| TCNHorizon=7 days2021.03 | 18.7 | — | — | |
| TCN2021.03 | 18.7 | 662.24 | 2,363.95 | |
| GraphWaveNetHorizon=7 days2021.03 | 18.9 | — | — | |
| Graph WaveNet2021.03 | 18.9 | 1,056.1 | 1,227.3 | |
| SFMHorizon=7 days2021.03 | 19.6 | — | — | |
| SFM2021.03 | 19.6 | 1,699.85 | 3,499.25 | |
| FC-LSTMHorizon=7 days2021.03 | 20.3 | — | — | |
| FC-LSTM2021.03 | 20.3 | 1,803.65 | 3,284.77 |