Epidemic Forecasting on COVID-19 3 d Ahead
125.3RMSESTOEP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 125.3 | 49.8 | 35.9 | 0.15 | |
| MepoGNN2026.02 | 139.2 | 54.9 | 37.6 | 0.17 | |
| AGCRN2026.02 | 209.1 | 76.1 | 49.9 | 0.23 | |
| GraphWaveNet2026.02 | 234.2 | 76.5 | 47.3 | 0.22 | |
| ColaGNN2026.02 | 242 | 76.3 | 40.2 | 0.23 | |
| LightGTS2026.02 | 254.7 | 88.4 | 39.1 | 0.27 | |
| PDFormer2026.02 | 273.1 | 97.7 | 36.6 | 0.29 | |
| DUET2026.02 | 275.6 | 100.8 | 43.2 | 0.3 | |
| STDDE2026.02 | 277.5 | 105.2 | 51.9 | 0.32 | |
| AMD2026.02 | 287.5 | 113 | 65 | 0.34 | |
| CovidGNN2026.02 | 288.4 | 96.8 | 45.1 | 0.29 | |
| MPSTAN2026.02 | 302.1 | 127 | 51.4 | 0.38 | |
| MTGNN2026.02 | 307.2 | 105.8 | 41.1 | 0.32 | |
| CausalGNN2026.02 | 308.8 | 104.4 | 39.6 | 0.32 | |
| DCRNN2026.02 | 312.7 | 92.8 | 37.9 | 0.28 | |
| COVID-Forecaster2026.02 | 318.6 | 106.7 | 50 | 0.32 | |
| TimeKAN2026.02 | 327.4 | 124.8 | 55.8 | 0.38 | |
| PopNet2026.02 | 330.4 | 128.1 | 57.6 | 0.39 | |
| STAN2026.02 | 330.6 | 127.8 | 57 | 0.39 | |
| MetaSIR2026.02 | 346.8 | 128.4 | 72.7 | 0.39 | |
| EISTGNN2026.02 | 352.5 | 132.6 | 61.3 | 0.4 | |
| STGCN2026.02 | 372.9 | 117 | 44.9 | 0.36 | |
| SIR2026.02 | 441 | 156.5 | 84.1 | 0.49 |