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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 76 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Linear Unit Test Example 2s

0Classification Error

10

Feb 26, 2026

Linear Unit Test Example 2

0Classification Error

10

Feb 26, 2026

DomainNet (leave-one-domain-out)

65.2Clipart Accuracy

10

Feb 26, 2026

MixedWM38 (test)

98.34Accuracy

10

Feb 26, 2026

94Average Test Accuracy

10

Feb 26, 2026

CIFAR-10 4000 labels

95.9Precision

10

Feb 26, 2026

CIFAR-10 40 labels

95.19Precision

10

Feb 26, 2026

86.4F1 Score

10

Feb 26, 2026

0.82F1

10

Feb 26, 2026

39.7mAP

10

Feb 26, 2026

MNIST bg-img (test)

10.95Error Rate

10

Feb 26, 2026

MNIST bg-rand (test)

6.08Error Rate

10

Feb 26, 2026

PASCAL VOC 2012 (test)

Simonyan et al.

99PASCAL VOC Class: Plane AP

10

Feb 26, 2026

96.3Accuracy

10

Feb 26, 2026

PPTW UCR (test)

79.5Accuracy

10

Feb 26, 2026

PPOC UCR (test)

81.8Accuracy

10

Feb 26, 2026

PPOAG UCR (test)

82Accuracy

10

Feb 26, 2026

DPOC UCR (test)

74.6Accuracy

10

Feb 26, 2026

DPOAG UCR (test)

77Accuracy

10

Feb 26, 2026

248.3CPU Time

10

Feb 26, 2026

rcv1.binary (test)

0.824CPU Score

10

Feb 26, 2026

M2D-CLAP2024 stage1

75.17Accuracy

10

Feb 26, 2026

CH-SIMS (unaligned)

60.12Accuracy (2)

10

Feb 26, 2026

CMU-MOSEI unaligned

32.02Accuracy (2-class)

10

Feb 26, 2026

78.8Accuracy

9

Jun 30, 2026

Page 76 of 202

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