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Epidemic Forecasting on USA ILI medium-term (test)
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38.34
SMAPE
LSTM
36.8512
46.9006
56.95
66.9994
Mar 7, 2026
SMAPE
MAE
RMSE
MASE
RMSSE
Pinball Loss (0.80)
Pinball Loss (0.95)
Risk Score (0.5)
Risk Score (0.9)
CRPS
Winkler Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
SMAPE
MAE
RMSE
MASE
RMSSE
Pinball Loss (0.80)
Pinball Loss (0.95)
Risk Score (0.5)
Risk Score (0.9)
CRPS
Winkler Score
LSTM
Model Type=Temporal Mo...
2026.03
38.34
73.44
142.72
1.96
1.38
39.26
40.53
23
25
73.44
-
STEN
Model Type=ST-Engressi...
2026.03
38.9
72.27
131.13
1.93
1.27
30.64
18
23
15
55.72
879.44
NHiTS
Model Type=Temporal Mo...
2026.03
54.78
124.71
137.44
3.24
2.12
61.72
61.41
39
39
124.71
-
DeepAR
Model Type=Probabilist...
2026.03
75.56
168.66
348.57
4.51
3.37
97.27
73.74
53
55
136.72
2,720.32
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