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Probabilistic Time Series Forecasting on ETTm2 Irregular (test)
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0.43
Average NCRPS
UFO
0.32048
1.05974
1.799
2.53826
Feb 12, 2026
Average NCRPS
Standard Deviation
Updated 4d ago
Evaluation Results
Method
Method
Links
Average NCRPS
Standard Deviation
UFO
sampling=irregular
2026.02
0.43
0.001
NCDE++
sampling=irregular
2026.02
0.46
0.01
NCDE
sampling=irregular
2026.02
0.477
0.008
K^2VAE
sampling=irregular
2026.02
0.854
0.126
PatchTST
sampling=irregular
2026.02
1.344
0.114
TSDiff
sampling=irregular
2026.02
1.432
0.646
SLiCE
sampling=irregular
2026.02
2.053
0.085
Latent ODE
sampling=irregular
2026.02
2.078
0.114
LaST
sampling=irregular
2026.02
2.325
0.292
TFM
sampling=irregular
2026.02
2.821
0.159
DeepAR
sampling=irregular
2026.02
3.168
0.579
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