Conditional Density Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.015Bhattacharyya Distance
10
Mar 12, 2026
0.138Bhattacharyya Distance
10
Mar 12, 2026
3,058Test Log Likelihood (nats)
8
Feb 26, 2026
-1,030.3Avg Log Likelihood (nats)
8
Feb 26, 2026
4.3Bits per Pixel
8
Feb 26, 2026
1.39Bits per Pixel (BPP)
8
Feb 26, 2026
-2.195Average Test NLL
7
Feb 26, 2026
1.65Negative Log-Likelihood (NLL)
6
Mar 27, 2026
0.93Negative Log-Likelihood
6
Mar 27, 2026
0.7Negative Log-Likelihood (NLL)
6
Mar 27, 2026
0.36Negative Log-Likelihood
6
Mar 27, 2026
-2.03Negative Log-Likelihood
6
Mar 27, 2026
0.44Negative Log-Likelihood
6
Mar 27, 2026
0.89Negative Log-Likelihood
6
Mar 27, 2026