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Active Learning Image Classification research benchmarks · SOTA2 Research

Active Learning Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

81.86Accuracy

46

May 15, 2026

CheXpert 1.0 (test)

83.23Accuracy

11

Feb 26, 2026

CIFAR-10+100 1.0 (test)

80.9Accuracy

11

Feb 26, 2026

F+MNIST 1.0 (test)

99.56Accuracy

11

Feb 26, 2026

Popular datasets

CIFAR CheXpert F+MNIST

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