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Benchmarks
Probabilistic Time Series Forecasting on ILI (CRPS, NMAE)
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0.13
CRPS
LSG-VAE
0.12292
0.17071
0.2185
0.26629
Mar 25, 2026
CRPS
NMAE
Updated 23d ago
Evaluation Results
Method
Method
Links
CRPS
NMAE
LSG-VAE
Horizon (L)=720
2026.03
0.13
15.5
K2VAE
Horizon (L)=720
2026.03
0.142
16.7
Trans MAF
Horizon (L)=720
2026.03
0.155
18.3
GRU MAF
Horizon (L)=720
2026.03
0.172
21.6
FITS
Horizon (L)=720
2026.03
0.211
24.5
iTransformer
Horizon (L)=720
2026.03
0.222
27.8
Koopa
Horizon (L)=720
2026.03
0.228
28.8
PatchTST
Horizon (L)=720
2026.03
0.233
28.7
TSDiff
Horizon (L)=720
2026.03
0.263
27.2
CSDI
Horizon (L)=720
2026.03
0.283
29.9
TimeGrad
Horizon (L)=720
2026.03
0.295
32.5
GRU NVP
Horizon (L)=720
2026.03
0.307
33.3
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