Time-series Forecasting on COVID-19 79 regions
51.31RMSESCINet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCINetInput Length=10, ESE=No, Prediction Horizon=22026.06 | 51.31 | 44.53 | |
| SCINetInput Length=20, ESE=Yes, Prediction Horizon=22026.06 | 53.33 | 50.55 | |
| SCINetInput Length=100, ESE=Yes, Prediction Horizon=22026.06 | 56.47 | 53.05 | |
| SCINetInput Length=100, ESE=No, Prediction Horizon=22026.06 | 56.96 | 53.1 | |
| SCINetInput Length=50, ESE=Yes, Prediction Horizon=22026.06 | 57.08 | 50.44 | |
| ARIMAInput Length=20, ESE=Yes, Prediction Horizon=22026.06 | 57.58 | 49.13 | |
| ARIMAInput Length=100, ESE=Yes, Prediction Horizon=22026.06 | 57.66 | 54.36 | |
| SCINetInput Length=10, ESE=Yes, Prediction Horizon=22026.06 | 57.83 | 54.89 | |
| SCINetInput Length=20, ESE=No, Prediction Horizon=22026.06 | 58.76 | 50.1 | |
| ARIMAInput Length=50, ESE=Yes, Prediction Horizon=22026.06 | 58.84 | 50.68 | |
| ESEInput Length=50, Prediction Horizon=22026.06 | 59.17 | 52.05 | |
| ARIMAInput Length=10, ESE=No, Prediction Horizon=22026.06 | 59.31 | 53.64 | |
| ESEInput Length=20, Prediction Horizon=22026.06 | 59.51 | 52 | |
| ARIMAInput Length=10, ESE=Yes, Prediction Horizon=22026.06 | 59.54 | 53.9 | |
| ESEInput Length=100, Prediction Horizon=22026.06 | 59.72 | 53.45 | |
| SCINetInput Length=50, ESE=No, Prediction Horizon=22026.06 | 61.34 | 50.48 | |
| ESEInput Length=10, Prediction Horizon=22026.06 | 62.19 | 54.9 | |
| VARInput Length=10, Prediction Horizon=22026.06 | 65.82 | 58.72 | |
| ARIMAInput Length=20, ESE=No, Prediction Horizon=22026.06 | 73.22 | 69.65 | |
| ARIMAInput Length=50, ESE=No, Prediction Horizon=22026.06 | 74.51 | 72.12 | |
| ARIMAInput Length=100, ESE=No, Prediction Horizon=22026.06 | 80.34 | 73.38 | |
| VARInput Length=20, Prediction Horizon=22026.06 | 81.39 | 72.96 | |
| VARInput Length=50, Prediction Horizon=22026.06 | 86.81 | 82.57 | |
| VARInput Length=100, Prediction Horizon=22026.06 | 93.56 | 83.38 |