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Probabilistic Time Series Forecasting on ETTm2 Regular (test)
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0.429
Avg NCRPS
UFO
0.35428
0.85864
1.363
1.86736
Feb 12, 2026
Avg NCRPS
Std Dev (Uncertainty)
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg NCRPS
Std Dev (Uncertainty)
UFO
sampling=regular
2026.02
0.429
0.009
NCDE++
sampling=regular
2026.02
0.434
0.015
NCDE
sampling=regular
2026.02
0.447
0.013
K^2VAE
sampling=regular
2026.02
0.595
0.04
PatchTST
sampling=regular
2026.02
1.233
0.108
DeepAR
sampling=regular
2026.02
1.286
0.386
TSDiff
sampling=regular
2026.02
1.516
0.387
LaST
sampling=regular
2026.02
1.838
0.389
SLiCE
sampling=regular
2026.02
1.959
0.117
Latent ODE
sampling=regular
2026.02
2.211
0.08
TFM
sampling=regular
2026.02
2.297
0.15
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