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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 156 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PIMA MAR imputed (test)

70.21Accuracy (Test)

5

Feb 26, 2026

WDBC MAR imputed (test)

0.935Accuracy (Test)

5

Feb 26, 2026

Glass MAR imputed (test)

58.03Accuracy

5

Feb 26, 2026

Sonar MAR imputed (test)

78.02Accuracy (Test)

5

Feb 26, 2026

Mushroom MCAR Imputed (test)

98.5Test Accuracy

5

Feb 26, 2026

PIMA MCAR Imputed (test)

70.93Accuracy

5

Feb 26, 2026

WDBC MCAR Imputed (test)

94.15Accuracy (Test)

5

Feb 26, 2026

Glass MCAR Imputed (test)

53.18Test Accuracy

5

Feb 26, 2026

Sonar MCAR Imputed (test)

75.56Test Accuracy

5

Feb 26, 2026

Epilepsy Dataset

87.92AUC

5

Feb 26, 2026

Wine Red (test)

12Error Rate

5

Feb 26, 2026

Wine White (test)

8.9Error Rate

5

Feb 26, 2026

0.213Error Rate

5

Jul 1, 2026

Student Success (test)

23Error Rate

5

Feb 26, 2026

Bank Marketing (test)

9.5Classification Error Rate

5

Feb 26, 2026

Credit Card (test)

5Error Rate

5

Feb 26, 2026

6.5Classification Error Rate

5

Feb 26, 2026

12Error Rate

5

Feb 26, 2026

Wisc Cancer (test)

0.033Classification Error Rate

5

Feb 26, 2026

FaceYale 64*64 (test)

10.7Error Rate

5

Feb 26, 2026

FaceYale 32*32 (test)

18.3Error Rate

5

Feb 26, 2026

2.9Classification Error Rate

5

Feb 26, 2026

4.4Classification Error Rate

5

Feb 26, 2026

Citerseer (test)

27.9Classification Error Rate

5

Feb 26, 2026

Freddie Mac 2020 (recurring drift)

69.6AUC

5

Feb 26, 2026

Page 156 of 202

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