Density Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.53NLL (bits/dim)
4
Feb 26, 2026
1.83NLL (bits/dim)
4
Feb 26, 2026
-28.58Log-LH
4
Feb 26, 2026
-252.14Log-Likelihood
4
Feb 26, 2026
-152.06Log-Likelihood
4
Feb 26, 2026
-86.12Log-Likelihood
4
Feb 26, 2026
-51.62Log-Likelihood
4
Feb 26, 2026
-10.88Log-LH
4
Feb 26, 2026
-97.23Log-Likelihood
4
Feb 26, 2026
-31.07Log-Likelihood
4
Feb 26, 2026
-10.89Log-Likelihood
4
Feb 26, 2026
-35.4Log-LH
4
Feb 26, 2026
-56.62Log-Likelihood
4
Feb 26, 2026
-52.74Log-Likelihood
4
Feb 26, 2026
-39.74Log-LH
4
Feb 26, 2026
-13.27Log-Likelihood
4
Feb 26, 2026
-2.13Log-Likelihood
4
Feb 26, 2026
-6.01Log-Likelihood
4
Feb 26, 2026
0.65NLL (bpd)
4
Feb 26, 2026
0.61Bits/dim
4
Feb 26, 2026
3.77NLL (bits/dim)
4
Feb 26, 2026
0.041W2 Distance
3
Jun 11, 2026
0.04W2 Distance
3
Jun 11, 2026
0.042W2 Score
3
Jun 11, 2026
0.024W2
3
Jun 11, 2026