DS5
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Marginal Log-Likelihood Estimation | DS5 50 Taxa, 378 Sites | MLL-9,449.65 | 30 | |
| Variational Inference | DS5 | ELBO (nats)-8,279.93 | 9 | |
| Marginal log-likelihood estimation | DS5 50 taxa 378 sites 1.0 (test) | Mean Log-Likelihood-8,192.96 | 6 | |
| Marginal Log-Likelihood Estimation | DS5 | Gap (nats)-5.69 | 5 | |
| Phylogenetic Marginal Log-likelihood Estimation | DS5 1 (test) | MLL Gap (nats)-4.01 | 4 | |
| Regression | DS5 | R2 Score0.9855 | 4 | |
| Phylogenetic tree topology density estimation | DS5 | KL Divergence0.6266 | 4 | |
| Multi-robot Task Scheduling | DS5 | Average Schedule Timespan129 | 3 | |
| Variational Bayesian Phylogenetic Inference | DS5 50 taxa, 378 sites (ground truth) | ML Score-8,214.59 | 3 |
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