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Papers Benchmarks Datasets Tasks

Unsupervised Learning research benchmarks · SOTA2 Research

Unsupervised Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MNIST Square prior (test)

0.66MMD

6

Mar 16, 2026

MNIST Swiss Roll prior (test)

0.52MMD

6

Mar 16, 2026

MNIST Pinwheel prior (test)

0.67MMD

6

Mar 16, 2026

CIFAR-10 Square prior

1.58Latent NLL

6

Mar 16, 2026

CIFAR-10 Swiss Roll prior

3.18Latent NLL

6

Mar 16, 2026

CIFAR-10 Pinwheel prior

1.69Latent NLL

6

Mar 16, 2026

43.4Accuracy

5

Feb 26, 2026

Popular datasets

MNIST CIFAR ImageNet CIFAR-10

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