Epidemic Forecasting on COVID-19 7 d Ahead
149.3RMSESTOEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 149.3 | 63.1 | 43.1 | 19 | |
| MepoGNN2026.02 | 177.5 | 72.8 | 45.5 | 22 | |
| AGCRN2026.02 | 234 | 94.1 | 55.7 | 28 | |
| PDFormer2026.02 | 269.2 | 97.8 | 44.2 | 29 | |
| DUET2026.02 | 271.3 | 101.2 | 44 | 30 | |
| STDDE2026.02 | 277 | 107.2 | 51.6 | 32 | |
| LightGTS2026.02 | 284 | 104.9 | 48 | 31 | |
| AMD2026.02 | 291 | 115.5 | 65.3 | 34 | |
| CausalGNN2026.02 | 313.6 | 116.8 | 46.4 | 35 | |
| GraphWaveNet2026.02 | 315.1 | 105.5 | 57.7 | 32 | |
| MPSTAN2026.02 | 316.8 | 137.5 | 54.3 | 41 | |
| COVID-Forecaster2026.02 | 322.1 | 118.7 | 58.8 | 35 | |
| TimeKAN2026.02 | 330.8 | 129.4 | 58.5 | 39 | |
| PopNet2026.02 | 331.9 | 130.6 | 56.8 | 39 | |
| DCRNN2026.02 | 336.3 | 111.8 | 48.4 | 34 | |
| ColaGNN2026.02 | 337.4 | 119.9 | 43.9 | 37 | |
| CovidGNN2026.02 | 339.1 | 127.9 | 63.4 | 38 | |
| EISTGNN2026.02 | 350.7 | 135.2 | 62.2 | 40 | |
| STAN2026.02 | 365.4 | 143.9 | 62.8 | 43 | |
| STGCN2026.02 | 378.5 | 127 | 52.1 | 38 | |
| MTGNN2026.02 | 382.4 | 137.5 | 50.1 | 41 | |
| MetaSIR2026.02 | 412.4 | 167.8 | 94.8 | 51 | |
| SIR2026.02 | 522.3 | 195.2 | 113.3 | 58 |