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Active Learning Classification research benchmarks · SOTA2 Research

Active Learning Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Salinas (subset)

99.2Accuracy

6

Mar 26, 2026

1,372Total Regret

6

Feb 26, 2026

674Total Regret

6

Feb 26, 2026

118Total Regret

6

Feb 26, 2026

2,571Total Regret

6

Feb 26, 2026

469Total Regret

6

Feb 26, 2026

689Total Regret

6

Feb 26, 2026

78.5F1 Score

5

Feb 26, 2026

Connectionist Bench

76.9F1 Score

5

Feb 26, 2026

77.3F1 Score

5

Feb 26, 2026

Popular datasets

CIFAR MNIST Salinas Letter Fashion

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