Predictive Density Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.61Negative Log Predictive Density
6
Feb 26, 2026
1.77Neg Log Pred Density
6
Feb 26, 2026
3.57Negative Log Predictive Density
6
Feb 26, 2026
2.92Neg Log Density
6
Feb 26, 2026
2.27Negative Log Predictive Density
6
Feb 26, 2026
2.42Negative Log Predictive Density
6
Feb 26, 2026
1.79Neg Log Pred Density
6
Feb 26, 2026
2.37Negative Log Density
6
Feb 26, 2026
-1.44Negative Log Predictive Density
6
Feb 26, 2026
-1.4Neg Log Pred Density
6
Feb 26, 2026
-1.27Neg Log Pred Density
6
Feb 26, 2026
-1.82NLL
6
Feb 26, 2026
-1.22Negative Log Predictive Density
6
Feb 26, 2026
-1.11NLL (Predictive Density)
6
Feb 26, 2026
-1.13Neg Log Pred Density
6
Feb 26, 2026
-1.35Neg Log Pred Density
6
Feb 26, 2026
1.2Negative Log Predictive Density
6
Feb 26, 2026
0.199Negative Log Predictive Density
6
Feb 26, 2026
-2.5Negative Log Likelihood (NLL)
6
Feb 26, 2026
1.64NLL
6
Feb 26, 2026