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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 191 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

optdigits task2 (test)

91.8Accuracy

2

Mar 24, 2026

optdigits task1 (test)

91.7Average Accuracy

2

Mar 24, 2026

MNIST task4 (test)

93.5Average Accuracy

2

Mar 24, 2026

MNIST task3 (test)

93Accuracy

2

Mar 24, 2026

MNIST task2 (test)

89.3Average Accuracy

2

Mar 24, 2026

MNIST task1 (test)

89.1Average Accuracy

2

Mar 24, 2026

letter-recognition task4 (test)

89.2Average Accuracy

2

Mar 24, 2026

isolet task4 (test)

80.1Average Accuracy

2

Mar 24, 2026

isolet task3 (test)

79.8Average Accuracy

2

Mar 24, 2026

isolet task2 (test)

78.8Average Accuracy

2

Mar 24, 2026

isolet task1 (test)

81Average Accuracy

2

Mar 24, 2026

BreaKHis All-Magnification

96.97Accuracy

2

Mar 17, 2026

ECG200 UCR archive (test)

88.11AUC

2

Mar 17, 2026

AdaBoost ensemble classifier

0.999ROC-AUC

2

Mar 17, 2026

Epilepsy 2 (test)

96.28ROC-AUC

2

Mar 17, 2026

37MMLU CS Accuracy

2

Mar 13, 2026

98.1Accuracy

2

Mar 12, 2026

Downstream Task Evaluation

66.7Score

2

Mar 10, 2026

MERFISH retina single-cell transcriptomics

86.6Standard Accuracy

2

Mar 10, 2026

iDASH 2017 (10-fold CV)

62.87Accuracy

2

Mar 4, 2026

GLI (Primary Gliomas vs Secondary Metastatic Lesions) (val)

95.6Accuracy

2

Feb 26, 2026

Bangalore EEG 4 labels (test)

88.8Accuracy

2

Feb 26, 2026

Bangalore EEG 3 labels (test)

98.3Accuracy

2

Feb 26, 2026

iNatSounds (test)

63.32Accuracy

2

Feb 26, 2026

iNatSounds (val)

0.649Accuracy

2

Feb 26, 2026

Page 191 of 202

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