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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 133 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

dilbert VLS 7 (test)

85.7Performance Score

6

May 14, 2026

gina_agnostic VLS 10 (test)

85Performance Score

6

May 14, 2026

fabert VLS 8 (test)

0.247Performance Score

6

May 14, 2026

madeline 171 (test)

61.4Performance Score

6

May 14, 2026

mfeat-pixel 181 (test)

94.5Performance Score

6

May 14, 2026

Indian Pines 144 (test)

70.3Accuracy

6

May 14, 2026

mfeat-factors 177 (test)

96.3Performance Score

6

May 14, 2026

volkert VLS 20 (test)

33.6Performance Score

6

May 14, 2026

gas-drift 121 (test)

98Performance Score

6

May 14, 2026

nomao VLS 15 (test)

92.4Performance Score

6

May 14, 2026

88.67Accuracy

6

May 13, 2026

75.81Accuracy

6

May 13, 2026

Pageblocks (test)

93.75Accuracy

6

May 13, 2026

97.25Accuracy

6

May 13, 2026

SIIM-ISIC Melanoma dataset (test)

98.28Accuracy

6

May 12, 2026

Biosignal fingerprints

69.3AUPRC

6

May 12, 2026

Biosignal fingerprints

0.901AUPRC

6

May 12, 2026

93.1AUPRC

6

May 12, 2026

86.72Accuracy

6

May 12, 2026

SS (UCI) (train)

86.6Accuracy

6

May 12, 2026

93.1Accuracy

6

May 12, 2026

93.94Accuracy

6

May 12, 2026

DB (UCI) (test)

81.37Accuracy (DB Test)

6

May 12, 2026

DB (UCI) (train)

83.88Accuracy

6

May 12, 2026

SO (UCI) (train)

79.95Accuracy

6

May 12, 2026

Page 133 of 202

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