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Benchmarks
Probabilistic Time Series Forecasting on ETTh2 (CRPS, NMAE)
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0.174
CRPS
LSG-VAE
0.14136
0.36168
0.582
0.80232
Mar 25, 2026
CRPS
NMAE
Updated 23d ago
Evaluation Results
Method
Method
Links
CRPS
NMAE
LSG-VAE
Horizon (L)=720
2026.03
0.174
0.223
K2VAE
Horizon (L)=720
2026.03
0.28
0.278
Koopa
Horizon (L)=720
2026.03
0.293
0.286
CSDI
Horizon (L)=720
2026.03
0.302
0.382
PatchTST
Horizon (L)=720
2026.03
0.304
0.371
FITS
Horizon (L)=720
2026.03
0.314
0.401
Trans MAF
Horizon (L)=720
2026.03
0.327
0.412
TSDiff
Horizon (L)=720
2026.03
0.406
0.482
TimeGrad
Horizon (L)=720
2026.03
0.445
0.55
GRU NVP
Horizon (L)=720
2026.03
0.539
0.688
iTransformer
Horizon (L)=720
2026.03
0.542
0.667
GRU MAF
Horizon (L)=720
2026.03
0.99
1.092
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