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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 109 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Australian 40981

93.7AUROC

7

Jun 30, 2026

78.84F1 Score

7

Jun 29, 2026

73.86F1 Score

7

Jun 29, 2026

0.316CER

7

Jun 23, 2026

0.397CER

7

Jun 23, 2026

30.7CER

7

Jun 23, 2026

0.384CER

7

Jun 23, 2026

25.2CER

7

Jun 23, 2026

0.343CER

7

Jun 23, 2026

29.9CER

7

Jun 23, 2026

32.5CER

7

Jun 23, 2026

7.5CER

7

Jun 23, 2026

0.285CER

7

Jun 23, 2026

Six large-scale datasets Average

70.68Average Accuracy

7

Jun 23, 2026

98.121NN Accuracy

7

Jun 23, 2026

81.131NN Accuracy

7

Jun 23, 2026

63.741NN Accuracy

7

Jun 23, 2026

33.9Mean Accuracy

7

Jun 19, 2026

Heart Disease (test)

91.3Test Accuracy

7

Jun 17, 2026

Galaxy10 DECaLS Poisson-corrupted (test)

83.83Accuracy

7

Jun 16, 2026

Galaxy10 DECaLS (test)

84.28Accuracy

7

Jun 16, 2026

KIKERP multi-view dataset

MV Deform + SSL (Ours)

75Top-1 Accuracy

7

Jun 15, 2026

85RSA

7

Jun 15, 2026

0.77RSA Score

7

Jun 15, 2026

95RSA

7

Jun 15, 2026

Page 109 of 202

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