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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 159 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Alzheimer unlabeled (train)

75.13Accuracy

5

Feb 26, 2026

Credit Card unlabeled (train)

0.989Recall

5

Feb 26, 2026

CIFAR10 unlabeled 2 (train)

91.17Accuracy

5

Feb 26, 2026

CIFAR10 unlabeled 1 (train)

91.42Accuracy

5

Feb 26, 2026

F-MNIST unlabeled 2 (train)

96Accuracy

5

Feb 26, 2026

F-MNIST unlabeled 1 (train)

95.41Accuracy

5

Feb 26, 2026

sensorless 20% held-out (test)

99.54Accuracy

5

Feb 26, 2026

segment 20% held-out (test)

97.27Accuracy

5

Feb 26, 2026

75.15AUC

5

Feb 26, 2026

TACM12K v1 (test)

25.6Accuracy

5

Feb 26, 2026

TLF2K v1 (test)

42.2Accuracy

5

Feb 26, 2026

TML1M v1 (test)

36.2Accuracy

5

Feb 26, 2026

MRI ADHD T1-only

79.2AUC

5

Feb 26, 2026

MRI Schizophrenia T1-only

71.9AUC

5

Feb 26, 2026

MRI T1-only Focal Epilepsy

77.8AUC

5

Feb 26, 2026

Downstream Classification Suite

96.6CIFAR10 Accuracy

5

Feb 26, 2026

Folktables Coverage (test)

72.1Acc

5

Feb 26, 2026

Folktables Employ (test)

80.9Acc

5

Feb 26, 2026

Folktables Income (test)

82Acc

5

Feb 26, 2026

96Accuracy

5

Feb 26, 2026

Polyvore Class (test)

74.6Accuracy

5

Feb 26, 2026

FashionGen Sub-class (test)

38.7Accuracy

5

Feb 26, 2026

FashionGen Super-class (test)

55.3Accuracy

5

Feb 26, 2026

Fashion200k Sub-class (test)

39.5Accuracy

5

Feb 26, 2026

Fashion200k Super-class (test)

82Accuracy

5

Feb 26, 2026

Page 159 of 202

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