Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Bayesian Inference research benchmarks · SOTA2 Research

Bayesian Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Bayesian Inverse Problems Task 5 1.0

100C2ST

17

Jul 2, 2026

Bayesian Inverse Problems Task 4 1.0

92C2ST

17

Jul 2, 2026

Bayesian Inverse Problems Task 3 1.0

99.8C2ST

17

Jul 2, 2026

Bayesian Inverse Problems Task 2 1.0

90.9C2ST

17

Jul 2, 2026

Bayesian Inverse Problems Task 1 1.0

80.2C2ST

17

Jul 2, 2026

-50.58ELBO

6

Feb 26, 2026

-86.68ELBO

6

Feb 26, 2026

39.54ELBO

6

Feb 26, 2026

-44.35ELBO

6

Feb 26, 2026

-501.74ELBO

6

Feb 26, 2026

0.51ELBO

5

Feb 26, 2026

0.005Control Error

4

Jun 12, 2026

Random linear sensing

0.004Control Error

4

Jun 12, 2026

Bayesian Phylogenetic Inference 11 leaves

2,303.99Training Time (s)

2

Feb 26, 2026

Bayesian Phylogenetic Inference 9 leaves

1,714.49Training Time (s)

2

Feb 26, 2026

Bayesian Phylogenetic Inference 7 leaves

1,279.68Training Time (s / 20k epochs)

2

Feb 26, 2026

314Min-ESS

1

Mar 30, 2026

156Min-ESS

1

Mar 30, 2026

7,994Min-ESS

1

Mar 30, 2026

Brownian Motion (T = 50)

2,280Min-ESS

1

Mar 30, 2026

3,367Min-ESS

1

Mar 30, 2026

1,149Min-ESS

1

Mar 30, 2026

Popular datasets

Bayesian Inverse Problems Bayesian Phylogenetic Inference Cancer Credit Sonar

Follow for updates

Join SOTA2 Contact