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Fine-grained Image Classification research benchmarks – Page 6 · SOTA2 Research

Fine-grained Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Adience Age (test)

64Accuracy

3

Feb 26, 2026

Adience Gender (test)

94.6Accuracy

3

Feb 26, 2026

UEC Food-100 (test)

85.5Accuracy

3

Feb 26, 2026

8.95Avg User Corrections

2

Mar 31, 2026

98.9Accuracy

2

Feb 26, 2026

Stanford-40 (test)

98.8Accuracy

2

Feb 26, 2026

97.3Accuracy

2

Feb 26, 2026

Herbarium 2020 (private-set)

77.6Macro F1

2

Feb 26, 2026

DTD (base classes)

—

—Accuracy

0

Feb 26, 2026

Page 6 of 6

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