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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 121 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

75Accuracy (bats)

7

Feb 26, 2026

95.2Accuracy

7

Feb 26, 2026

0.037Delta DP

7

Feb 26, 2026

Zoo (5-fold cross-validation)

95.05Accuracy

7

Feb 26, 2026

Spambase (5-fold cross-val)

92.23Accuracy

7

Feb 26, 2026

Saheart (5-fold cross-validation)

84.74Accuracy

7

Feb 26, 2026

Ring (5-fold cross-val)

88.82Accuracy

7

Feb 26, 2026

Hepatitis (5-fold cross-validation)

90Accuracy

7

Feb 26, 2026

Dermatology (5-fold cross-validation)

86.87Accuracy

7

Feb 26, 2026

Australian (5-fold cross-val)

0.861Accuracy

7

Feb 26, 2026

Appendicitis (5-fold cross-validation)

90.91Accuracy

7

Feb 26, 2026

86.2Accuracy

7

Feb 26, 2026

86Validation Accuracy

7

Feb 26, 2026

91Accuracy

7

Feb 26, 2026

97.8Accuracy

7

Feb 26, 2026

97.8Accuracy

7

Feb 26, 2026

0.875Accuracy

7

Feb 26, 2026

94.6Accuracy

7

Feb 26, 2026

94Accuracy

7

Feb 26, 2026

100Accuracy

7

Feb 26, 2026

Breast Cancer (10-fold CV)

0.047P-Value

7

Feb 26, 2026

99.96F1-Score

7

May 27, 2026

EEG-CVPR40 (test)

99.4Accuracy

7

Feb 26, 2026

Salinas to Houston (train test)

90.27Class 1 Accuracy

7

Feb 26, 2026

Pavia Center (PC) to Salinas (SA) (test)

99.99Class 1 Accuracy

7

Feb 26, 2026

Page 121 of 202

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