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Classification research benchmarks – Page 13 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100ACC

31

May 12, 2026

98Accuracy

31

Apr 15, 2026

95Accuracy

31

Mar 4, 2026

0.881I -> P Rate

31

May 8, 2026

ImageNet 30 20-10 class split Closed-set (test)

93.33Accuracy

30

Jun 26, 2026

3D Normal Data d=3

99.9Accuracy

30

Jun 23, 2026

Ten-dimensional normal data (d=10) (test)

100Accuracy

30

Jun 23, 2026

93.9Accuracy

30

Jul 7, 2026

UCI Heart Disease

91.34ROC-AUC

30

Jun 1, 2026

Pluvial Flood 50% noise added Noisy (5-fold CV)

93.61Accuracy

30

May 1, 2026

RSI-CB256 ResNet downsampled features PCA-512D (5-fold CV)

99.77Accuracy

30

May 1, 2026

Census of Individual Trees synthetic samples added Balanced (5-fold CV)

67Accuracy

30

May 1, 2026

CelebAMask-HQ (test)

77Macro F1

30

Apr 23, 2026

85.92Accuracy

30

Apr 20, 2026

82.21Accuracy

30

Apr 20, 2026

98.8F1 Score

30

Jun 29, 2026

100F1 Score

30

Jun 29, 2026

99.47F1 Score

30

Jun 29, 2026

81.24F1 Score

30

Jun 29, 2026

94.884Mean Accuracy

30

Mar 25, 2026

85.584Mean Accuracy

30

Mar 25, 2026

85.619Mean Accuracy

30

Mar 25, 2026

93.87Mean Accuracy

30

Mar 25, 2026

97.138Mean Accuracy

30

Mar 25, 2026

98.144Mean Accuracy

30

Mar 25, 2026

Page 13 of 202

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