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DS8 dataset and benchmarks · SOTA2 Research

Research Datasets

DS8

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Marginal Log-Likelihood Estimation

DS8 64 Taxa, 1008 Sites

-11,013.57Marginal Log-Likelihood

29

Marginal Log-Likelihood Estimation

DS8

-8,649.88MLL

10

Variational Inference

DS8

-8,657.78ELBO (nats)

9

DS8 (test)

83.78Accuracy

8

Online Learning

DS8

0.056Average Wall-Clock Time (s)

8

Marginal Log-Likelihood Estimation

DS8

-4.95Gap (nats)

5

Phylogenetic Marginal Log-likelihood Estimation

DS8 1 (test)

-4.95MLL Gap (nats)

4

Variational Bayesian Phylogenetic Inference

DS8 64 taxa, 1008 sites (ground truth)

-8,650.61ML Score

3

Popular tasks

Marginal log-likelihood estimation Classification Online Learning Variational Inference Variational Bayesian Phylogenetic Inference

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