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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 102 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.78Accuracy

8

Feb 26, 2026

Oranges-vs-Grape

93.44Accuracy

8

Feb 27, 2026

87.64Accuracy

8

Feb 26, 2026

72.42Accuracy

8

Feb 26, 2026

24.53Robust Accuracy

8

Feb 27, 2026

17.14Robust Accuracy

8

Feb 27, 2026

57.68Robust Accuracy

8

Feb 27, 2026

68.23Robust Accuracy

8

Feb 27, 2026

3.93Robust Accuracy

8

Feb 27, 2026

13.19Robust Accuracy

8

Feb 27, 2026

31.52Robust Accuracy

8

Feb 27, 2026

50.4Robust Accuracy

8

Feb 27, 2026

UCI ML datasets (averaged across all repetitions)

92.1AUC

8

Feb 26, 2026

Iris (5-fold cross-val)

96.7Accuracy

8

May 12, 2026

85.56Accuracy

8

Feb 26, 2026

87.41Accuracy

8

Feb 26, 2026

64.27Accuracy

8

Feb 26, 2026

95.35Accuracy

8

Feb 26, 2026

Two-piece graph {0.7, 0.9} synthetic (test)

65.56Accuracy

8

Feb 26, 2026

Two-piece graph {0.8, 0.9} synthetic (test)

77.82Accuracy

8

Feb 26, 2026

Two-piece graph {0.8, 0.7} synthetic (test)

82.97Accuracy

8

Feb 26, 2026

Two-piece graph {0.8, 0.6} synthetic (test)

83.59Accuracy

8

Feb 26, 2026

89.65AUC

8

Apr 21, 2026

0.85Cohen's Kappa

8

Feb 26, 2026

0.83Cohen's Kappa

8

Feb 26, 2026

Page 102 of 202

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