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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 49 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.77Surrogate Forward Acc

13

Apr 14, 2026

98F1 Score

13

Apr 10, 2026

81.5AUROC

13

Jun 1, 2026

0.93ROC-AUC

13

Mar 11, 2026

75.3Accuracy

13

Mar 12, 2026

HUSM Dataset 1 (test)

95.91Accuracy

13

Feb 26, 2026

Lanzhou Dataset 2 (test)

89.02Accuracy

13

Feb 26, 2026

87.16Balanced Acc

13

Jul 7, 2026

raisin UCI (test)

87.6Accuracy

13

Mar 9, 2026

80.48Accuracy

13

Feb 26, 2026

99.34Accuracy

13

Feb 26, 2026

92.98Accuracy

13

Feb 26, 2026

87.76Accuracy

13

Feb 26, 2026

CheXpert L (test)

40.71Accuracy

13

Feb 26, 2026

41.16Accuracy

13

Mar 5, 2026

CheXpert B (test)

48.96Accuracy

13

Feb 26, 2026

Kaggle DR+ L (test)

0.685Accuracy

13

Feb 26, 2026

Kaggle DR+ (val)

68.9Accuracy

13

Feb 26, 2026

Kaggle DR+ B (test)

70.73Accuracy

13

Feb 26, 2026

57.18Accuracy

13

Feb 26, 2026

59.36Accuracy

13

Feb 26, 2026

62.61Accuracy

13

Feb 26, 2026

84.16Acc

13

Feb 26, 2026

92.28ACC

13

Feb 26, 2026

NIFD 70-30 split

91.8Accuracy

13

Feb 26, 2026

Page 49 of 202

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