Epidemic Forecasting on Flu dataset (Overall)
63.5RMSESTOEP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STOEP2026.02 | 63.5 | 32.4 | 38.8 | 0.37 | |
| MepoGNN2026.02 | 72 | 35.6 | 39.8 | 0.4 | |
| GraphWaveNet2026.02 | 79.1 | 37.7 | 39.3 | 0.43 | |
| DCRNN2026.02 | 80.7 | 38.9 | 40.1 | 0.44 | |
| MPSTAN2026.02 | 82.6 | 46.7 | 63.5 | 0.53 | |
| STGCN2026.02 | 92.3 | 42.5 | 40.7 | 0.48 | |
| EISTGNN2026.02 | 94.1 | 57.4 | 73.3 | 0.65 | |
| LightGTS2026.02 | 95.1 | 54.1 | 72.4 | 0.61 | |
| STDDE2026.02 | 96.2 | 56.9 | 69.8 | 0.64 | |
| DUET2026.02 | 116.7 | 72.6 | 88.7 | 0.82 | |
| COVID-Forecaster2026.02 | 122.5 | 71.5 | 89.2 | 0.81 | |
| CausalGNN2026.02 | 123.1 | 78.3 | 96.1 | 0.88 | |
| PopNet2026.02 | 123.3 | 78.4 | 95.4 | 0.89 | |
| ColaGNN2026.02 | 126.7 | 112.1 | 110 | 1.27 | |
| TimeKAN2026.02 | 126.9 | 86.6 | 113.2 | 0.98 | |
| AMD2026.02 | 133 | 79.3 | 118.4 | 0.9 | |
| PDFormer2026.02 | 136.2 | 77.6 | 93.6 | 0.88 | |
| MetaSIR2026.02 | 137.3 | 83.9 | 79.9 | 0.95 | |
| AGCRN2026.02 | 140.2 | 81.1 | 102 | 0.92 | |
| MTGNN2026.02 | 143.4 | 87.6 | 71.9 | 0.88 | |
| SIR2026.02 | 149.4 | 92.5 | 195.1 | 1.04 | |
| STAN2026.02 | 150.2 | 93.2 | 183.7 | 1.05 | |
| CovidGNN2026.02 | 157.3 | 141.9 | 115.7 | 1.6 |