Marginal log-likelihood estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
-6,721.54MLL
30
Feb 26, 2026
-9,449.65MLL
30
Feb 26, 2026
-13,328.4Marginal Log-Likelihood
30
Feb 26, 2026
-33,732.79MLL
30
Feb 26, 2026
-26,366.45MLL
30
Feb 26, 2026
-7,107.81Marginal Log-Likelihood
30
Feb 26, 2026
-11,013.57Marginal Log-Likelihood
29
Feb 26, 2026
-37,331.85Marginal Log-Likelihood
27
Feb 26, 2026
-6,724.07MLL
11
Feb 26, 2026
-8,214.51MLL
11
Feb 26, 2026
-13,329.94MLL
11
Feb 26, 2026
-33,735.12MLL
11
Feb 26, 2026
-26,367.57MLL
11
Feb 26, 2026
-7,108.41MLL
11
Feb 26, 2026
-8,649.88MLL
10
Feb 26, 2026
-37,332.04MLL
8
Feb 26, 2026
-6,571.02Mean Log-Likelihood
6
Feb 26, 2026
-8,192.96Mean Log-Likelihood
6
Feb 26, 2026
-13,292.37Mean Log-Likelihood
6
Feb 26, 2026
-33,729.6Mean Log-Likelihood
6
Feb 26, 2026
-26,363.85Mean Log-Likelihood
6
Feb 26, 2026
-7,032.45Mean Log-Likelihood
6
Feb 26, 2026
-611.84Gap (nats)
5
Feb 26, 2026
-18.79Gap (nats)
5
Feb 26, 2026
-6.82Gap (nats)
5
Feb 26, 2026