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Probabilistic Time Series Forecasting on ETTm1 Regular (test)
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0.261
Avg NCRPS
NCDE
0.24728
0.33989
0.4325
0.52511
Feb 12, 2026
Avg NCRPS
Std Dev of NCRPS
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg NCRPS
Std Dev of NCRPS
NCDE
sampling=regular
2026.02
0.261
0.003
UFO
sampling=regular
2026.02
0.271
0.012
K^2VAE
sampling=regular
2026.02
0.274
0.001
NCDE++
sampling=regular
2026.02
0.299
0.001
LaST
sampling=regular
2026.02
0.401
0.008
PatchTST
sampling=regular
2026.02
0.439
0.04
Latent ODE
sampling=regular
2026.02
0.533
0.018
SLiCE
sampling=regular
2026.02
0.539
0.003
TSDiff
sampling=regular
2026.02
0.549
0.03
DeepAR
sampling=regular
2026.02
0.584
0.074
TFM
sampling=regular
2026.02
0.604
0.045
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