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Classification research benchmarks – Page 142 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Yahoo Dir alpha=0.1

67.37Generalized Accuracy

6

Feb 26, 2026

MNLI Dir alpha=0.1

84.98Generalized Accuracy

6

Feb 26, 2026

SNLI Dir alpha=0.1

86.45Accuracy

6

Feb 26, 2026

SST2 Dir alpha=0.1

92.14Generalized Accuracy

6

Feb 26, 2026

AG News Dir alpha=0.1

93.07Generalized Accuracy

6

Feb 26, 2026

MNIST and FaMNIST (test)

0.864Correlation ρ(ν, ζ)

6

Feb 26, 2026

0.584Rho (nu, zeta)

6

Feb 26, 2026

CIFAR10 vs. CIFAR100

0.989Correlation (nu, zeta)

6

Feb 26, 2026

Credit P* = Credit7, Q = Credit31

0.878Rho (nu, zeta)

6

Feb 26, 2026

MNIST and EMNIST

0.977Pearson Rho (nu, zeta)

6

Feb 26, 2026

ALD-PE NCT scans (test)

95.4Sensitivity

6

Feb 26, 2026

UCI Adult (test)

81.65Accuracy (W)

6

Feb 26, 2026

67.1Accuracy

6

Feb 27, 2026

49.3Accuracy

6

Feb 27, 2026

38.4Accuracy

6

Feb 27, 2026

66.7Accuracy

6

Feb 27, 2026

67.6Accuracy

6

Feb 27, 2026

11.8Accuracy

6

Feb 27, 2026

37.2Accuracy

6

Feb 27, 2026

Mismatched-caption

70.5Accuracy

6

Feb 27, 2026

95.5F1 Score

6

Feb 27, 2026

79.8Accuracy

6

Feb 27, 2026

62.3Accuracy

6

Feb 27, 2026

Genomics (Genom)

69.4Accuracy

6

Feb 27, 2026

47Empirical Risk Rs(h)

6

Feb 26, 2026

Page 142 of 202

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