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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 22 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

132.8RmCE

24

Feb 26, 2026

9 classification tasks (test)

53.8Accuracy

24

Feb 26, 2026

15 Downstream Datasets

90.7Food-101

24

Feb 26, 2026

89.8AUC

24

Feb 26, 2026

21Error Rate

24

Feb 26, 2026

29Classification Error

24

Feb 26, 2026

24Classification Error

24

Feb 26, 2026

4Error Rate

24

Feb 26, 2026

10Error Rate

24

Feb 26, 2026

8Classification Error

24

Feb 26, 2026

98.75Accuracy

24

Feb 26, 2026

74.2Test Accuracy

24

Feb 26, 2026

Adult Income 1996 (train and test)

1Demographic Parity

24

Feb 26, 2026

0.01Bias

24

Feb 26, 2026

0.01Bias

24

Feb 26, 2026

71.7Accuracy

24

May 13, 2026

100Accuracy

24

May 20, 2026

95.5Accuracy

24

Mar 25, 2026

98.83Top-1 Acc

24

Apr 30, 2026

CIFAR-100 1.0 (val)

54.3Accuracy

24

Feb 26, 2026

CIFAR-10 1.0 (val)

80.3Accuracy

24

Feb 26, 2026

CIFAR-10 (test)

86.84Robust Accuracy

24

Feb 26, 2026

93.54Accuracy

24

Feb 26, 2026

86.8Min Test Accuracy

24

Feb 26, 2026

OpenAI-CLIP ViT-L

93.5Accuracy

24

May 14, 2026

Page 22 of 202

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