Epidemic Forecasting on Flu dataset (14 d Ahead)
70.5RMSESTOEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 70.5 | 37.8 | 45.3 | 0.44 | |
| MepoGNN2026.02 | 84 | 43.2 | 46.7 | 0.5 | |
| MPSTAN2026.02 | 88.7 | 49.3 | 66.3 | 0.57 | |
| LightGTS2026.02 | 93.4 | 53 | 72.2 | 0.61 | |
| GraphWaveNet2026.02 | 94.1 | 45.9 | 46 | 0.53 | |
| EISTGNN2026.02 | 95 | 58.9 | 77 | 0.68 | |
| DCRNN2026.02 | 95.8 | 47 | 46.7 | 0.54 | |
| STDDE2026.02 | 96 | 57.3 | 72.2 | 0.66 | |
| STGCN2026.02 | 113.7 | 52.4 | 47.6 | 0.61 | |
| PopNet2026.02 | 121.1 | 76.6 | 95.1 | 0.89 | |
| TimeKAN2026.02 | 121.3 | 84.4 | 99.3 | 0.98 | |
| CausalGNN2026.02 | 121.6 | 76.6 | 95.5 | 0.89 | |
| COVID-Forecaster2026.02 | 121.7 | 70.7 | 89.8 | 0.82 | |
| ColaGNN2026.02 | 129.4 | 116.7 | 112.1 | 1.35 | |
| AMD2026.02 | 129.8 | 74.9 | 106.3 | 0.87 | |
| PDFormer2026.02 | 135.5 | 76.8 | 95.8 | 0.89 | |
| AGCRN2026.02 | 137.7 | 79.1 | 102.2 | 0.92 | |
| SIR2026.02 | 147.3 | 91 | 196.8 | 1.05 | |
| STAN2026.02 | 147.5 | 91 | 183 | 1.05 | |
| DUET2026.02 | 147.6 | 91.1 | 183.8 | 1.05 | |
| MTGNN2026.02 | 150.5 | 93.6 | 78.7 | 1.08 | |
| CovidGNN2026.02 | 167 | 152.3 | 119.6 | 1.76 | |
| MetaSIR2026.02 | 199.4 | 125.9 | 100.4 | 1.46 |