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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 123 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.7Accuracy

7

Feb 26, 2026

HateXplain Synthetic Skew (test)

73.15Clf-F1

7

Feb 26, 2026

Toy Synthetic Skew (test)

99.93F1 Score

7

Feb 26, 2026

69.16F1 Score

7

Feb 26, 2026

87.1Accuracy

7

Feb 26, 2026

80.7Accuracy

7

Feb 26, 2026

78Accuracy

7

Feb 26, 2026

Oxford-IIIT Pet (val)

94.4Accuracy

7

Feb 26, 2026

statlog (UCI) (test)

57.85Accuracy

7

Feb 26, 2026

auction (UCI) (test)

0.58Accuracy

7

Feb 26, 2026

support2 (UCI) (test)

65.6Accuracy

7

Feb 26, 2026

clinical (UCI) (test)

71.2Accuracy

7

Feb 26, 2026

79.07AUC

7

Feb 26, 2026

86.8AUC

7

Feb 26, 2026

Shuttle unseen future domain

0.24Error Rate

7

Feb 26, 2026

Datasets with a large number of classes (test)

88.5Mean Accuracy

7

Feb 26, 2026

MS-Celeb-1M meta (train)

29.1Classification Error

7

Feb 26, 2026

CASIA (meta-train)

0.2Classification Error

7

Feb 26, 2026

Omniglot (meta-train)

0Classification Error

7

Feb 26, 2026

CIFAR-100 meta (train)

0Classification Error (%)

7

Feb 26, 2026

66.791NN Accuracy

7

Jun 23, 2026

92.48Accuracy

7

Feb 26, 2026

93.71Accuracy

7

Feb 26, 2026

97.7Accuracy

7

Feb 26, 2026

56Accuracy

7

Feb 26, 2026

Page 123 of 202

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