Epidemic Forecasting on COVID-19 (14 d Ahead)
230.1RMSESTOEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 230.1 | 97.9 | 61.6 | 29 | |
| MepoGNN2026.02 | 250.6 | 103.8 | 61.1 | 31 | |
| DUET2026.02 | 267.6 | 101.9 | 63 | 30 | |
| PDFormer2026.02 | 275.5 | 103.6 | 62.5 | 31 | |
| STDDE2026.02 | 276.9 | 108.2 | 53.1 | 33 | |
| AMD2026.02 | 291.7 | 115.3 | 63.7 | 34 | |
| GraphWaveNet2026.02 | 308.4 | 148.1 | 76.6 | 44 | |
| TimeKAN2026.02 | 329.8 | 130 | 61.7 | 39 | |
| COVID-Forecaster2026.02 | 331.9 | 140.9 | 80.1 | 42 | |
| CausalGNN2026.02 | 331.9 | 149.2 | 67.1 | 45 | |
| MPSTAN2026.02 | 331.9 | 147.4 | 60.6 | 44 | |
| AGCRN2026.02 | 336.9 | 143.2 | 81.5 | 43 | |
| ColaGNN2026.02 | 376.1 | 147.5 | 69.9 | 43 | |
| LightGTS2026.02 | 379.8 | 149.3 | 72.1 | 45 | |
| DCRNN2026.02 | 386.6 | 149.9 | 72.6 | 45 | |
| PopNet2026.02 | 398.3 | 157.7 | 67.2 | 48 | |
| STAN2026.02 | 398.9 | 158.6 | 70.1 | 48 | |
| EISTGNN2026.02 | 416 | 159.6 | 68.7 | 48 | |
| STGCN2026.02 | 427.9 | 158.5 | 74.2 | 48 | |
| CovidGNN2026.02 | 443.3 | 185 | 114.4 | 55 | |
| MTGNN2026.02 | 443.5 | 168.3 | 80.2 | 52 | |
| MetaSIR2026.02 | 795.4 | 283.2 | 129.7 | 84 | |
| SIR2026.02 | 932.1 | 322.9 | 133.2 | 97 |