Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Probabilistic Time Series Forecasting on Weather Irregular (test)
Loading...
0.412
Average NCRPS
UFO
0.37756
0.61003
0.8425
1.07497
Feb 12, 2026
Average NCRPS
NCRPS Std Dev
Updated 4d ago
Evaluation Results
Method
Method
Links
Average NCRPS
NCRPS Std Dev
UFO
sampling=irregular
2026.02
0.412
0.009
NCDE
sampling=irregular
2026.02
0.427
0.01
TSDiff
sampling=irregular
2026.02
0.442
0.028
NCDE++
sampling=irregular
2026.02
0.469
0.008
Latent ODE
sampling=irregular
2026.02
0.533
0.071
DeepAR
sampling=irregular
2026.02
0.625
0.065
K^2VAE
sampling=irregular
2026.02
0.631
0.01
PatchTST
sampling=irregular
2026.02
0.665
0.098
LaST
sampling=irregular
2026.02
0.673
0.028
TFM
sampling=irregular
2026.02
0.749
0.112
SLiCE
sampling=irregular
2026.02
1.273
0.123
Feedback
Search any
task
Search any
task