Density Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
157Avg Test-Set Log-Likelihood
10
Feb 26, 2026
-253.04Log-likelihood
9
Jul 9, 2026
-254.99Log-Likelihood
9
Jul 9, 2026
-58.53Log-likelihood
9
Jul 9, 2026
-58.59Log-Likelihood
9
Jul 9, 2026
-83.42Log-Likelihood
9
Jul 9, 2026
-85.12Log-likelihood
9
Jul 9, 2026
-58.27Log-likelihood
9
Jul 9, 2026
-60.61Log-Likelihood
9
Jul 9, 2026
-18.03Log-likelihood
9
Jul 9, 2026
-19.62Log-Likelihood
9
Jul 9, 2026
-8.13Log-likelihood
9
Jul 9, 2026
-8.45Log-Likelihood
9
Jul 9, 2026
-8.04Log-Likelihood
9
Jul 9, 2026
-9.31Log-likelihood
9
Jul 9, 2026
0.001KLD
9
Feb 26, 2026
0.006KLD
9
Feb 26, 2026
0.011KLD
9
Feb 26, 2026
-20.01Test Log Likelihood (nats)
9
Feb 26, 2026
-27.87Avg Log-Likelihood (nats)
9
Feb 26, 2026
-46.12Average Log-Likelihood (nats)
9
Feb 26, 2026
-272.38Avg Log-Likelihood (nats)
9
Feb 26, 2026
-9.68Avg Log-Likelihood (nats)
9
Feb 26, 2026
-82.31Avg Log-Likelihood (nats)
9
Feb 26, 2026
-11.99Avg Log-Likelihood (nats)
9
Feb 26, 2026