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Classification research benchmarks – Page 113 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Image-CLEF P→C

94.8OS*

7

May 8, 2026

Image-CLEF P→B

61.3OS*

7

May 8, 2026

Image-CLEF I→P

81.7OS*

7

May 8, 2026

Image-CLEF I→C

97.3OS*

7

May 8, 2026

Image-CLEF I→B

62.3OS*

7

May 8, 2026

Image-CLEF C→P

87.7OS*

7

May 8, 2026

Image-CLEF C→I

91.7OS*

7

May 8, 2026

Image-CLEF C→B

62OS*

7

May 8, 2026

Image-CLEF B→P

77.7OS*

7

May 8, 2026

Image-CLEF B→I

90OS* Score

7

May 8, 2026

Image-CLEF B→C (test)

95.3OS*

7

May 8, 2026

Viral genome sequence dataset 5 classes (train)

96.77Training Accuracy

7

May 7, 2026

Viral genome sequence dataset 5 classes (test)

96.35Testing Accuracy

7

May 7, 2026

99.6AUC

7

May 1, 2026

74.9AUC

7

May 1, 2026

Legal Cl. (test)

91.6F1 Score

7

Apr 28, 2026

0.867AUC (Cdc)

7

Apr 23, 2026

Cdc (three random train-test splits)

86.2Accuracy

7

Apr 23, 2026

81Accuracy

7

Apr 23, 2026

57Macro F1

7

Apr 23, 2026

Cyclone-Idai 19

65.7Macro F1 Score

7

Apr 23, 2026

Hurricane-Irma 17

73.4Macro F1 Score

7

Apr 23, 2026

Federated Learning Convergence IID alpha = infinity (train)

234R95

7

Apr 21, 2026

71.2Severity

7

Apr 10, 2026

titanic 25% feature noise

78.9Accuracy

7

Apr 10, 2026

Page 113 of 202

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