Epidemic Forecasting on USA ILI medium-term (test)
38.34SMAPELSTM
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LSTMModel Type=Temporal Models2026.03 | 38.34 | 73.44 | 142.72 | 1.96 | 1.38 | 39.26 | 40.53 | 23 | 25 | 73.44 | — | |
| STENModel Type=ST-Engression Models2026.03 | 38.9 | 72.27 | 131.13 | 1.93 | 1.27 | 30.64 | 18 | 23 | 15 | 55.72 | 879.44 | |
| NHiTSModel Type=Temporal Models2026.03 | 54.78 | 124.71 | 137.44 | 3.24 | 2.12 | 61.72 | 61.41 | 39 | 39 | 124.71 | — | |
| DeepARModel Type=Probabilistic Models2026.03 | 75.56 | 168.66 | 348.57 | 4.51 | 3.37 | 97.27 | 73.74 | 53 | 55 | 136.72 | 2,720.32 |