Epidemic Forecasting on Flu 7 d Ahead
65.2RMSESTOEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 65.2 | 34.4 | 39.8 | 0.39 | |
| MepoGNN2026.02 | 72.9 | 37.2 | 40.9 | 0.42 | |
| GraphWaveNet2026.02 | 80.3 | 39.5 | 40.2 | 0.44 | |
| DCRNN2026.02 | 81.5 | 40.6 | 41 | 0.46 | |
| MPSTAN2026.02 | 83.5 | 47.3 | 63.8 | 0.53 | |
| STGCN2026.02 | 93.9 | 45.5 | 42 | 0.51 | |
| EISTGNN2026.02 | 94.5 | 57.9 | 74.3 | 0.65 | |
| LightGTS2026.02 | 95.8 | 54.5 | 72.6 | 0.61 | |
| STDDE2026.02 | 96.8 | 57.4 | 70.5 | 0.64 | |
| DUET2026.02 | 116.6 | 73.9 | 82.6 | 0.83 | |
| TimeKAN2026.02 | 122.6 | 77.3 | 118.6 | 0.87 | |
| COVID-Forecaster2026.02 | 122.7 | 72 | 89.3 | 0.81 | |
| PopNet2026.02 | 124 | 78.8 | 95.3 | 0.88 | |
| CausalGNN2026.02 | 124 | 78.7 | 96.2 | 0.88 | |
| MetaSIR2026.02 | 124.6 | 80.3 | 80.3 | 0.9 | |
| ColaGNN2026.02 | 127.2 | 112.9 | 110.2 | 1.27 | |
| PDFormer2026.02 | 137.9 | 78.6 | 94.8 | 0.88 | |
| AGCRN2026.02 | 141 | 81.5 | 102.2 | 0.91 | |
| MTGNN2026.02 | 144.2 | 88.6 | 73.4 | 0.99 | |
| AMD2026.02 | 145.3 | 88.2 | 150.1 | 0.99 | |
| SIR2026.02 | 150.2 | 93 | 195.2 | 1.04 | |
| STAN2026.02 | 151 | 93.7 | 183.6 | 1.05 | |
| CovidGNN2026.02 | 157.5 | 142.2 | 115.5 | 1.6 |