Density Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.53Log-likelihood (Test)
2
Jun 1, 2026
0.24Log-likelihood (Test)
2
Jun 1, 2026
3.56Test Log-likelihood
2
Jun 1, 2026
-3.7Negative Test Log-Likelihood
2
Feb 26, 2026
1.24Neg Log-Likelihood
2
Feb 26, 2026
0.12NLL (Test)
2
Feb 26, 2026
1.97Negative Test Log-Likelihood
2
Feb 26, 2026
1.04Negative Log-Likelihood
2
Feb 26, 2026
2.17NLL (bits/dim)
2
Feb 26, 2026
0.7Pearson Correlation
2
Feb 26, 2026
0.986Pearson Correlation
2
Feb 26, 2026
0.998Pearson Correlation
2
Feb 26, 2026
0.997Pearson Correlation Coefficient
2
Feb 26, 2026
0.61NLL
2
Feb 26, 2026
0.992Bits/Dim
2
Feb 26, 2026
1.09Bits/dim
2
Feb 26, 2026
1.02Bits/dim
2
Feb 26, 2026
2.3NLL (bits/dim)
1
Feb 26, 2026
1.01NLL (bits/dim)
1
Feb 26, 2026
1.35NLL (bits/dim)
1
Feb 26, 2026
2.42NLL
1
Feb 26, 2026
2.97Bits/dim
1
Feb 26, 2026
3.02Bits/dim
1
Feb 26, 2026
2.94Bits/dim
1
Feb 26, 2026
3.08Bits/dim
1
Feb 26, 2026