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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 50 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ADNI CN vs AD (70-30 split)

95.2Accuracy

13

Feb 26, 2026

ADNI CN vs MCI (70-30 split)

93.9Accuracy

13

Feb 26, 2026

81.9LS Score

13

Feb 26, 2026

67.5Balanced Accuracy

13

Feb 26, 2026

Midnight-92k/392

95.1Balanced Accuracy

13

Feb 26, 2026

86.5Balanced Accuracy

13

Feb 26, 2026

82.3Balanced Accuracy

13

Feb 26, 2026

97Balanced Acc

13

Feb 26, 2026

86.3Balanced Accuracy

13

Feb 26, 2026

65.1Balanced Acc

13

Feb 26, 2026

92.4Balanced Acc

13

Feb 26, 2026

Midnight-92k/392

90Balanced Accuracy

13

Feb 26, 2026

42.9Accuracy

13

Mar 4, 2026

87LR Accuracy

13

Feb 26, 2026

85LR Accuracy

13

Feb 26, 2026

92.94Accuracy

13

Feb 26, 2026

mushroom (UCI) (test)

100Accuracy

13

Jun 5, 2026

17.6Balanced Accuracy

13

Feb 26, 2026

cylinder-bands (test)

97.8Accuracy

13

Feb 26, 2026

86.05Accuracy

13

Feb 26, 2026

73.76Accuracy

13

Feb 26, 2026

MIMIC-III (test)

85.6AUROC

13

Feb 26, 2026

Camelyon17 (test)

90.3Average Accuracy

13

Feb 26, 2026

DN-clipart (test)

0.624Test Loss

13

Feb 26, 2026

DN-infograp (test)

1.169Test Loss

13

Feb 26, 2026

Page 50 of 202

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