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Probabilistic Time Series Forecasting on Traffic Irregular (test)
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0.188
Avg NCRPS
UFO
0.17648
0.25424
0.332
0.40976
Feb 12, 2026
Avg NCRPS
Std Dev
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg NCRPS
Std Dev
UFO
sampling=irregular
2026.02
0.188
0.002
DeepAR
sampling=irregular
2026.02
0.239
0.016
K^2VAE
sampling=irregular
2026.02
0.252
0.015
LaST
sampling=irregular
2026.02
0.332
0.011
TSDiff
sampling=irregular
2026.02
0.338
0.027
PatchTST
sampling=irregular
2026.02
0.339
0.002
NCDE++
sampling=irregular
2026.02
0.436
0.012
SLiCE
sampling=irregular
2026.02
0.438
0.002
Latent ODE
sampling=irregular
2026.02
0.451
0.007
TFM
sampling=irregular
2026.02
0.476
0.028
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