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Unsupervised Classification research benchmarks · SOTA2 Research

Unsupervised Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FieldGuide-2 (test)

94.7Test Accuracy

36

Feb 26, 2026

71.3Accuracy

36

Feb 26, 2026

ImageNet 1K (train val)

TURTLE (MAE-Ref. + dBOT-Ref. + D2V2-Ref. + DINOv2 + CLIP + SWAG)

76.8Accuracy

16

Feb 26, 2026

Oxford 102 Flowers

30.45Purity

9

Jun 5, 2026

0.052Purity

9

Jun 5, 2026

96.92Best Accuracy

8

Feb 26, 2026

CIFAR-10 (test)

Unsupervised Classifier

51.1Accuracy

6

Feb 26, 2026

Popular datasets

ImageNet CUB CIFAR Oxford Flowers MNIST

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