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Hierarchical Image Classification research benchmarks · SOTA2 Research

Hierarchical Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99Accuracy (ACC)

120

Jul 8, 2026

Aircraft (test)

97.5Accuracy

120

Jul 8, 2026

76.83Leaf Accuracy

20

Feb 26, 2026

iNaturalist 2021

85.12Accuracy (fine)

16

Jun 23, 2026

86.04Accuracy (fine)

9

May 19, 2026

Level-Restricted Contrastive Learning

98.19Phylum Accuracy

5

Jun 23, 2026

0.932Leaf Accuracy

4

Feb 26, 2026

68.36Leaf Accuracy

4

Feb 26, 2026

Popular datasets

ImageNet CUB CIFAR iNaturalist Aircraft

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