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Multiclass Classification research benchmarks – Page 2 · SOTA2 Research

Multiclass Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IRIS subsampled to 100 3 classes (train)

70R500

9

Mar 11, 2026

DIGITS subsampled to 100 (train)

82R500

9

Mar 11, 2026

77R500

9

Mar 11, 2026

100Weighted F1-score

9

Feb 26, 2026

100Weighted F1

9

Feb 26, 2026

81Weighted F1-score

9

Feb 26, 2026

98.1Weighted F1

9

Feb 26, 2026

67.9Weighted F1-score

9

Feb 26, 2026

1Weighted F1

9

Feb 26, 2026

98.1Weighted F1-score

9

Feb 26, 2026

100Weighted F1-score

9

Feb 26, 2026

100Weighted F1-score

9

Feb 26, 2026

100Weighted F1

9

Feb 26, 2026

73.5Weighted F1-score

9

Feb 26, 2026

83.6Weighted F1-score

9

Feb 26, 2026

1Weighted F1-score

9

Feb 26, 2026

75Weighted F1-score

9

Feb 26, 2026

0.808Weighted F1

9

Feb 26, 2026

0.971Weighted F1-score

9

Feb 26, 2026

97.3Weighted F1

9

Feb 26, 2026

60.3Weighted F1-score

9

Feb 26, 2026

99.1Weighted F1-score

9

Feb 26, 2026

93.7Weighted F1

9

Feb 26, 2026

Dermatology (test)

97.94F1 Score

9

Jun 4, 2026

80.8Weighted F1

8

May 12, 2026

Page 2 of 6

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