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Probabilistic Time Series Forecasting on ETTm1 Irregular (test)
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0.29
Avg NCRPS
NCDE
0.27684
0.36567
0.4545
0.54333
Feb 12, 2026
Avg NCRPS
Std Dev
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg NCRPS
Std Dev
NCDE
sampling=irregular
2026.02
0.29
0.003
UFO
sampling=irregular
2026.02
0.294
0.003
K^2VAE
sampling=irregular
2026.02
0.31
0.005
NCDE++
sampling=irregular
2026.02
0.326
0.004
LaST
sampling=irregular
2026.02
0.404
0.003
PatchTST
sampling=irregular
2026.02
0.457
0.046
TSDiff
sampling=irregular
2026.02
0.46
0.052
Latent ODE
sampling=irregular
2026.02
0.522
0.015
SLiCE
sampling=irregular
2026.02
0.529
0.008
TFM
sampling=irregular
2026.02
0.578
0.042
DeepAR
sampling=irregular
2026.02
0.619
0.135
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