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Classification research benchmarks – Page 21 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.023WUC

24

May 26, 2026

Heart Disease UCI (test)

Logistic Regression

0.038Training Time (s)

24

May 19, 2026

Aggregated Datasets (Wisconsin, ILPD, Pageblocks, Pima, Apndcts, WineQuality, WBDC, Vehicle)

80.16Average Accuracy

24

May 13, 2026

DPI-FDA (ratio 1:10)

45.3AUPRC

24

May 12, 2026

MNIST-SVHN Backward 50

99.79Accuracy

24

May 12, 2026

MNIST-SVHN Backward 10

99.76Accuracy

24

May 12, 2026

MNIST-SVHN Uniform

99.73Accuracy

24

May 12, 2026

MNIST-SVHN Forward 10

99.81Accuracy

24

May 12, 2026

92.5Accuracy

24

Jul 2, 2026

Smoking Dataset

74.63Accuracy

24

Apr 20, 2026

94.1ROC-AUC

24

May 26, 2026

84F1 Score

24

Apr 10, 2026

COCO (subset 300 images, 30 categories)

98Accuracy

24

Mar 31, 2026

100Accuracy

24

Jun 9, 2026

Waterbirds Background (test)

91.8Accuracy

24

Mar 20, 2026

CelebA Gender (test)

86.9Accuracy

24

Mar 20, 2026

97.5PR AUC

24

Mar 18, 2026

86.2Accuracy

24

Feb 26, 2026

Office31 W → A,D

84.3Accuracy

24

Feb 26, 2026

Office31 D → A,W

84.6Accuracy

24

Feb 26, 2026

Office31 A → D,W

90.1Accuracy

24

Feb 26, 2026

OfficeHome Ar→Cl,Pr,Rw

64.3Accuracy

24

Feb 26, 2026

0Model Size

24

Feb 26, 2026

VGGSound-C (test)

6.2Error Rate (Gauss.)

24

Feb 26, 2026

87.41Base Score

24

Mar 4, 2026

Page 21 of 202

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