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Benchmarks
Posterior Sampling on Advection
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1.05
Time per Sample (s)
Multistep Diffusion
0.8116
2.4208
4.03
5.6392
Mar 16, 2026
Time per Sample (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Time per Sample (s)
Multistep Diffusion
Steps=320, Hardware=si...
2026.03
1.05
One-step (U-Net backbone)
Steps=1, Backbone=U-Ne...
2026.03
1.85
One-step (PODNO backbone)
Steps=1, Backbone=PODN...
2026.03
3.17
One-step (MF)
Steps=1, Hardware=sing...
2026.03
3.5
One-step (iMF)
Steps=1, Hardware=sing...
2026.03
3.51
MCMC (Advection)
Steps=3 × 10⁴, Hardwar...
2026.03
7.01
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