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Benchmarks
Probabilistic Time Series Forecasting on ETTm1 (CRPS, NMAE)
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0.279
CRPS
LSG-VAE
0.26264
0.37307
0.4835
0.59393
Mar 25, 2026
CRPS
NMAE
Updated 23d ago
Evaluation Results
Method
Method
Links
CRPS
NMAE
LSG-VAE
Horizon (L)=720
2026.03
0.279
36.7
K2VAE
Horizon (L)=720
2026.03
0.294
37.3
Koopa
Horizon (L)=720
2026.03
0.295
37.7
PatchTST
Horizon (L)=720
2026.03
0.304
38.2
FITS
Horizon (L)=720
2026.03
0.305
40.6
CSDI
Horizon (L)=720
2026.03
0.448
57.8
iTransformer
Horizon (L)=720
2026.03
0.455
49
TSDiff
Horizon (L)=720
2026.03
0.478
62.2
GRU MAF
Horizon (L)=720
2026.03
0.536
71.1
GRU NVP
Horizon (L)=720
2026.03
0.546
70.7
TimeGrad
Horizon (L)=720
2026.03
0.621
79.3
Trans MAF
Horizon (L)=720
2026.03
0.688
82.2
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