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ResearchFormerly WizWand

Surrogate ODE Modeling for Diffusion Bridges

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Diffusion Bridge Mean 10, Dim 50

0.247W2

3

Feb 26, 2026

Diffusion Bridge Mean 10 Dim 20

Gaussian SINDy-FM

0.128W2

3

Feb 26, 2026

Diffusion Bridge Mean 10, Dim 5

0.11W2

3

Feb 26, 2026

Diffusion Bridge Mean 1, Dim 50

0.212W2

3

Feb 26, 2026

Diffusion Bridge Mean 1, Dim 20

Gaussian SINDy-FM

0.128W2 Score

3

Feb 26, 2026

Diffusion Bridge Mean 1, Dim 5

0.066W2 Score

3

Feb 26, 2026

Diffusion Bridge Mean 0.1, Dim 50

0.219W2 Score

3

Feb 26, 2026

Diffusion Bridge Mean 0.1, Dim 20

Gaussian SINDy-FM

0.128W2 Score

3

Feb 26, 2026

Diffusion Bridge Mean 0.1, Dim 5

0.103W2

3

Feb 26, 2026