Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Probabilistic Time Series Forecasting on Weather (CRPS, NMAE)
Loading...
0.073
CRPS
LSG-VAE
0.06524
0.11762
0.17
0.22238
Mar 25, 2026
CRPS
NMAE
Updated 23d ago
Evaluation Results
Method
Method
Links
CRPS
NMAE
LSG-VAE
Horizon (L)=720
2026.03
0.073
0.086
K2VAE
Horizon (L)=720
2026.03
0.084
0.099
CSDI
Horizon (L)=720
2026.03
0.087
0.102
GRU NVP
Horizon (L)=720
2026.03
0.11
0.135
Trans MAF
Horizon (L)=720
2026.03
0.113
0.148
TimeGrad
Horizon (L)=720
2026.03
0.113
0.136
GRU MAF
Horizon (L)=720
2026.03
0.122
0.149
iTransformer
Horizon (L)=720
2026.03
0.133
0.147
Koopa
Horizon (L)=720
2026.03
0.14
0.162
PatchTST
Horizon (L)=720
2026.03
0.142
0.152
TSDiff
Horizon (L)=720
2026.03
0.152
0.141
FITS
Horizon (L)=720
2026.03
0.267
0.317
Feedback
Search any
task
Search any
task