PosteriorDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Posterior Predictive Inference | posteriordb radon (test) | Log Score-3,372.1 | 8 | |
| Posterior Predictive Inference | posteriordb nes (test) | Log Loss-226.56 | 8 | |
| Posterior Predictive Inference | posteriordb kidscore (test) | Log Score-369.91 | 8 | |
| Posterior Predictive Inference | posteriordb earnings (test) | Log Score-283.42 | 8 | |
| Posterior Predictive Inference | posteriordb wells (test) | Log Score-415.4 | 6 | |
| Posterior Predictive Inference | posteriordb election (test) | Log Score-1,603.64 | 6 | |
| Posterior Inference | PosteriorDB | earnings - earn_height0.0332 | 6 | |
| Probabilistic Program Generation | PosteriorDB Surgical | ELPD LOO-38.03 | 4 | |
| Posterior Predictive Inference | posteriordb glmm (test) | Log Score-1,161.63 | 4 | |
| Probabilistic Program Generation | PosteriorDB GP | ELPD LOO-23.39 | 3 |
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