DS6
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Marginal Log-Likelihood Estimation | DS6 (50 Taxa, 1133 Sites) | MLL-6,721.54 | 30 | |
| Marginal Log-Likelihood Estimation | DS6 | MLL-6,724.07 | 11 | |
| Variational Inference | DS6 | ELBO (nats)-6,751.77 | 9 | |
| Marginal log-likelihood estimation | DS6 50 taxa 1133 sites 1.0 (test) | Mean Log-Likelihood-6,571.02 | 6 | |
| Marginal Log-Likelihood Estimation | DS6 | Gap (nats)-3.96 | 5 | |
| Phylogenetic Marginal Log-likelihood Estimation | DS6 1 (test) | MLL Gap (nats)-3.96 | 4 | |
| Regression | DS6 | R20.9381 | 4 | |
| Phylogenetic tree topology density estimation | DS6 | KL Divergence0.236 | 4 | |
| Variational Bayesian Phylogenetic Inference | DS6 50 taxa, 1133 sites (ground truth) | Marginal Likelihood-6,724.37 | 3 |
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