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Discrete Density Estimation research benchmarks · SOTA2 Research

Discrete Density Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

checkerboard Gray code (test)

1.206MMD

5

Feb 26, 2026

swissroll Gray code (test)

0.045MMD

5

Feb 26, 2026

pinwheel Gray code (test)

0.046MMD

5

Feb 26, 2026

moons Gray code (test)

-0.088MMD

5

Feb 26, 2026

circles Gray code (test)

0.022MMD

5

Feb 26, 2026

8gaussians Gray code (test)

-0.066MMD

5

Feb 26, 2026

2spirals Gray code (test)

0.097MMD

5

Feb 26, 2026

20.678NLL

5

Feb 26, 2026

20.084NLL

5

Feb 26, 2026

19.554NLL

5

Feb 26, 2026

19.71NLL

5

Feb 26, 2026

20.546NLL

5

Feb 26, 2026

19.965NLL

5

Feb 26, 2026

20.039NLL

5

Feb 26, 2026

Popular datasets

2spirals 8gaussians checkerboard circles moons

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