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Classification research benchmarks – Page 83 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

44Average Accuracy

9

Mar 11, 2026

93.5Average Accuracy

9

Mar 11, 2026

74.2Average Accuracy

9

Mar 11, 2026

99.39Accuracy

9

Mar 9, 2026

92.47Accuracy

9

Mar 9, 2026

77.5Accuracy

9

Mar 9, 2026

87.14Accuracy

9

Mar 9, 2026

87.25Accuracy

9

Mar 9, 2026

94.9Accuracy (ScanObjectNN bg)

9

Mar 5, 2026

72.62Accuracy

9

Jun 16, 2026

77.58Accuracy

9

Feb 26, 2026

80.66Accuracy

9

Feb 26, 2026

57.64Accuracy

9

Feb 26, 2026

79.1Accuracy

9

Feb 26, 2026

81.89Accuracy

9

Feb 26, 2026

99.6Accuracy

9

Feb 26, 2026

Wine Quality White UCIrvine

75.2Macro F1 Score

9

Feb 26, 2026

Wine Quality Red UCIrvine

70.7Macro F1

9

Feb 26, 2026

Ionosphere UCIrvine

97.6Macro F1

9

Feb 26, 2026

Messidor features UCIrvine

77.4Macro F1

9

Feb 26, 2026

SVMGuide3 LibSVM

0.846Macro F1

9

Feb 26, 2026

Stellar Classification (test)

97.14F1 Score

9

Feb 27, 2026

Heart Failure Detection (test)

90.23F1 Score

9

Feb 27, 2026

97.3Accuracy

9

Mar 4, 2026

Colorectal Cancer (CRC) (test)

Oracle augmentation

93.35Accuracy

9

Feb 26, 2026

Page 83 of 202

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