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Classification research benchmarks – Page 168 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

73.76Accuracy

4

Feb 26, 2026

81.68Accuracy

4

Feb 26, 2026

IMAGENET-R zero-shot

90.91Accuracy

4

Feb 26, 2026

CIFAR-10 zero-shot

93.2Accuracy

4

Feb 26, 2026

FOOD-101 zero-shot

89.24Accuracy

4

Feb 26, 2026

FLOWERS-102 zero-shot

82.66Accuracy

4

Feb 26, 2026

Rank-1 Multiplicative

98.21Accuracy

4

Feb 26, 2026

VGGSound V -> T

48Top-1 Accuracy

4

Feb 27, 2026

VGGSound A -> T

47.1Top-1 Accuracy

4

Feb 27, 2026

MultiNIST (test)

91.87Accuracy

4

Feb 26, 2026

Language (test)

96.16Accuracy

4

Feb 26, 2026

Isabella (test)

53.25Accuracy

4

Feb 26, 2026

Gutenberg (test)

45.75Accuracy

4

Feb 26, 2026

GeoClassing (test)

86.27Accuracy

4

Feb 26, 2026

Chesseract (test)

60.91Accuracy

4

Feb 26, 2026

97.07Accuracy

4

Feb 26, 2026

96.1Accuracy

4

Feb 26, 2026

0.833Acc

4

Feb 26, 2026

RBF-Swiss Roll Out-of-Distribution

86.8Accuracy

4

Feb 26, 2026

RBF-Torus Out-of-Distribution

97Accuracy

4

Feb 26, 2026

RBF-Sphere Out-of-Distribution

93Accuracy

4

Feb 26, 2026

RBF-Cylinder Out-of-Distribution

93.5Accuracy

4

Feb 26, 2026

RBF-Cone Out-of-Distribution

87.7Accuracy

4

Feb 26, 2026

RBF-Cone In-Distribution

95.2Accuracy

4

Feb 26, 2026

Linear-Swiss Roll Out-of-Distribution

96.4Accuracy

4

Feb 26, 2026

Page 168 of 202

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