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Imbalanced Semi-Supervised Learning research benchmarks · SOTA2 Research

Imbalanced Semi-Supervised Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 lambda=100 Long-Tailed (test)

58.3Error Rate

15

Feb 26, 2026

CIFAR-100 Long-Tailed (lambda=20) (test)

CoMatch + EPASS + ABC

42.7Error Rate

15

Feb 26, 2026

CIFAR-10 Long-Tailed lambda=150 (test)

SimMatch + EPASS + ABC

0.202Error Rate

15

Feb 26, 2026

CIFAR-10 lambda=50 Long-Tailed (test)

SimMatch + EPASS + ABC

13.3Error Rate

15

Feb 26, 2026

Popular datasets

CIFAR-100 CIFAR CIFAR-10

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