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ResearchFormerly WizWand

PosteriorDB

Benchmarks

TaskDatasetSOTA resultTrendResults

Posterior Predictive Inference

posteriordb radon (test)

-3,372.1Log Score

8

Posterior Predictive Inference

posteriordb nes (test)

-226.56Log Loss

8

Posterior Predictive Inference

posteriordb kidscore (test)

-369.91Log Score

8

Posterior Predictive Inference

posteriordb earnings (test)

-283.42Log Score

8

Posterior Predictive Inference

posteriordb wells (test)

-415.4Log Score

6

Posterior Predictive Inference

posteriordb election (test)

-1,603.64Log Score

6

Posterior Inference

PosteriorDB

0.033earnings - earn_height

6

Probabilistic Program Generation

PosteriorDB Surgical

-38.03ELPD LOO

4

Posterior Predictive Inference

posteriordb glmm (test)

-1,161.63Log Score

4

Probabilistic Program Generation

PosteriorDB GP

-23.39ELPD LOO

3