Epidemic Forecasting on COVID-19 (Overall)
169.1RMSESTOEP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 169.1 | 68.8 | 45.4 | 0.21 | |
| MepoGNN2026.02 | 188.5 | 75.5 | 47.1 | 0.23 | |
| AGCRN2026.02 | 253.5 | 103 | 60 | 0.31 | |
| DUET2026.02 | 271.6 | 101.3 | 46.5 | 0.3 | |
| PDFormer2026.02 | 272.2 | 99.5 | 46.3 | 0.3 | |
| STDDE2026.02 | 277.1 | 107 | 52.1 | 0.32 | |
| AMD2026.02 | 289.8 | 114.7 | 65.2 | 0.34 | |
| ColaGNN2026.02 | 294.2 | 106.4 | 50.2 | 0.33 | |
| LightGTS2026.02 | 306.2 | 111 | 50.4 | 0.33 | |
| GraphWaveNet2026.02 | 315.1 | 105.5 | 57.7 | 0.32 | |
| MPSTAN2026.02 | 316.1 | 136.7 | 54.9 | 0.41 | |
| CausalGNN2026.02 | 317.1 | 121.4 | 49.9 | 0.37 | |
| COVID-Forecaster2026.02 | 324 | 121.4 | 62.2 | 0.37 | |
| TimeKAN2026.02 | 329.1 | 127.8 | 57.6 | 0.39 | |
| PopNet2026.02 | 341.3 | 133 | 58.5 | 0.4 | |
| DCRNN2026.02 | 344.3 | 116 | 50.8 | 0.35 | |
| STAN2026.02 | 348.4 | 136.8 | 60.3 | 0.41 | |
| CovidGNN2026.02 | 358.2 | 133.4 | 68.4 | 0.4 | |
| MTGNN2026.02 | 363.2 | 135 | 50.7 | 0.49 | |
| EISTGNN2026.02 | 369.3 | 141 | 63.7 | 0.42 | |
| STGCN2026.02 | 388.4 | 131.6 | 55.3 | 0.4 | |
| MetaSIR2026.02 | 517.4 | 184.3 | 110.4 | 0.54 | |
| SIR2026.02 | 616.8 | 214.6 | 102.7 | 0.65 |