Epidemic Forecasting on Flu dataset 3 d Ahead
51.9RMSESTOEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 51.9 | 24.8 | 31.6 | 0.28 | |
| MepoGNN2026.02 | 54.1 | 26.4 | 32 | 0.3 | |
| GraphWaveNet2026.02 | 56.8 | 27.7 | 32.4 | 0.31 | |
| DCRNN2026.02 | 57.2 | 28 | 32.6 | 0.32 | |
| STGCN2026.02 | 62.2 | 29.7 | 32.7 | 0.34 | |
| MPSTAN2026.02 | 74.3 | 43.1 | 61 | 0.49 | |
| MetaSIR2026.02 | 88.4 | 56.5 | 64.2 | 0.64 | |
| EISTGNN2026.02 | 88.8 | 54.4 | 68.8 | 0.61 | |
| STDDE2026.02 | 93.8 | 54.8 | 67.3 | 0.62 | |
| LightGTS2026.02 | 94.5 | 53.7 | 71.9 | 0.61 | |
| DUET2026.02 | 111.8 | 70.8 | 80.4 | 0.8 | |
| AMD2026.02 | 113.6 | 68.2 | 90.2 | 0.77 | |
| TimeKAN2026.02 | 117.9 | 83.8 | 98.9 | 0.95 | |
| COVID-Forecaster2026.02 | 119.5 | 69.6 | 87.9 | 0.79 | |
| CausalGNN2026.02 | 121.5 | 78.3 | 96.8 | 0.88 | |
| PopNet2026.02 | 122.9 | 78.6 | 95.7 | 0.89 | |
| ColaGNN2026.02 | 125.2 | 110.5 | 109.4 | 1.25 | |
| MTGNN2026.02 | 135.3 | 81.1 | 64.9 | 0.92 | |
| PDFormer2026.02 | 137.6 | 78.5 | 94.3 | 0.89 | |
| AGCRN2026.02 | 139.9 | 81.1 | 101.4 | 0.92 | |
| SIR2026.02 | 148.5 | 92.1 | 193.8 | 1.04 | |
| STAN2026.02 | 149.9 | 93.3 | 184 | 1.05 | |
| CovidGNN2026.02 | 152.3 | 136.5 | 113.4 | 1.54 |