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Multiclass Classification research benchmarks – Page 6 · SOTA2 Research

Multiclass Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96.5Accuracy

2

Feb 26, 2026

92.1Accuracy

2

Feb 26, 2026

97.4Accuracy

2

Feb 26, 2026

analcatdata authorship

99.5Accuracy

2

Feb 26, 2026

98.6Accuracy

2

Feb 26, 2026

97.8Accuracy

2

Feb 26, 2026

83.2Accuracy

2

Feb 26, 2026

93.5Accuracy

2

Feb 26, 2026

97.2Accuracy

2

Feb 26, 2026

92.3Accuracy

2

Feb 26, 2026

81.8Accuracy

2

Feb 26, 2026

99.9Accuracy

2

Feb 26, 2026

steel-plates-fault

79.6Accuracy

2

Feb 26, 2026

96.9Accuracy

2

Feb 26, 2026

84.2Accuracy

2

Feb 26, 2026

wall-robot-navigation

99.6Accuracy

2

Feb 26, 2026

99Accuracy

2

Feb 26, 2026

Plant Pathology balanced subset 2021 (test)

QKA + PCA→LDA-11

23.6Accuracy

1

May 21, 2026

Plant Pathology 2021 (val)

QKA + PCA→LDA-11

19.4Accuracy

1

May 21, 2026

35Accuracy

1

Apr 21, 2026

Page 6 of 6

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