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Classification research benchmarks – Page 54 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

18.2Accuracy (%)

12

Apr 6, 2026

65.5Accuracy

12

Apr 6, 2026

98Median UAR

12

Mar 24, 2026

66Median UAR

12

Mar 24, 2026

97Median UAR

12

Mar 24, 2026

all-leuk (test)

83Median UAR

12

Mar 24, 2026

91Median UAR

12

Mar 24, 2026

96Median UAR

12

Mar 24, 2026

88Median UAR

12

Mar 24, 2026

84Median UAR

12

Mar 24, 2026

67Median UAR

12

Mar 24, 2026

80Median UAR

12

Mar 24, 2026

91Median UAR

12

Mar 24, 2026

96Median UAR

12

Mar 24, 2026

UCI Optical Recognition of Handwritten Digits even/odd classes

1.55Computation Time

12

Mar 23, 2026

Online-Ed original missingness

0.9Time (s)

12

Mar 19, 2026

MNIST radiomics negative control

Gradient Boosting Classification

23.4AW

12

Mar 19, 2026

86.28AUC

12

Jun 4, 2026

Breast Cancer 10%

97.9PR AUC

12

Mar 18, 2026

Breast Cancer 20%

98.5PR AUC

12

Mar 18, 2026

98.8PR AUC

12

Mar 18, 2026

97.2PR AUC

12

Mar 18, 2026

95.8PR AUC

12

Mar 18, 2026

98.1PR AUC

12

Mar 18, 2026

0.317PR AUC

12

Mar 18, 2026

Page 54 of 202

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