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Benchmarks
Probabilistic Time Series Forecasting on ETTh1 (CRPS, NMAE)
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0.31
CRPS
LSG-VAE
0.30128
0.36014
0.419
0.47786
Mar 25, 2026
CRPS
NMAE
Updated 23d ago
Evaluation Results
Method
Method
Links
CRPS
NMAE
LSG-VAE
Horizon (L)=720
2026.03
0.31
0.389
K2VAE
Horizon (L)=720
2026.03
0.314
0.396
Koopa
Horizon (L)=720
2026.03
0.318
0.412
PatchTST
Horizon (L)=720
2026.03
0.323
0.428
FITS
Horizon (L)=720
2026.03
0.348
0.468
iTransformer
Horizon (L)=720
2026.03
0.35
0.449
Trans MAF
Horizon (L)=720
2026.03
0.363
0.455
GRU MAF
Horizon (L)=720
2026.03
0.393
0.496
GRU NVP
Horizon (L)=720
2026.03
0.502
0.643
TSDiff
Horizon (L)=720
2026.03
0.516
0.657
TimeGrad
Horizon (L)=720
2026.03
0.523
0.672
CSDI
Horizon (L)=720
2026.03
0.528
0.657
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