DS8
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Marginal Log-Likelihood Estimation | DS8 64 Taxa, 1008 Sites | Marginal Log-Likelihood-11,013.57 | 29 | |
| Marginal Log-Likelihood Estimation | DS8 | MLL-8,649.88 | 10 | |
| Variational Inference | DS8 | ELBO (nats)-8,657.78 | 9 | |
| Classification | DS8 (test) | Accuracy83.78 | 8 | |
| Online Learning | DS8 | Average Wall-Clock Time (s)0.0559 | 8 | |
| Marginal Log-Likelihood Estimation | DS8 | Gap (nats)-4.95 | 5 | |
| Phylogenetic Marginal Log-likelihood Estimation | DS8 1 (test) | MLL Gap (nats)-4.95 | 4 | |
| Variational Bayesian Phylogenetic Inference | DS8 64 taxa, 1008 sites (ground truth) | ML Score-8,650.61 | 3 |
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