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Benchmarks
Probabilistic Time Series Forecasting on Weather Regular (test)
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0.36
Avg NCRPS
UFO
0.3248
0.5624
0.8
1.0376
Feb 12, 2026
Avg NCRPS
Stdev NCRPS
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg NCRPS
Stdev NCRPS
UFO
sampling=regular
2026.02
0.36
0.006
TSDiff
sampling=regular
2026.02
0.363
0.012
NCDE
sampling=regular
2026.02
0.381
0.006
NCDE++
sampling=regular
2026.02
0.42
0
Latent ODE
sampling=regular
2026.02
0.446
0.027
K^2VAE
sampling=regular
2026.02
0.564
0.019
LaST
sampling=regular
2026.02
0.646
0.031
PatchTST
sampling=regular
2026.02
0.67
0.107
DeepAR
sampling=regular
2026.02
0.72
0.094
TFM
sampling=regular
2026.02
0.912
0.143
SLiCE
sampling=regular
2026.02
1.24
0.024
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