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Papers Benchmarks Datasets Tasks

Visual Classification research benchmarks · SOTA2 Research

Visual Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

8 Vision Tasks (SUN397, Stanford Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD)

Iso-CTS+AdaRank

95.5Average Accuracy

90

Jun 30, 2026

Comprehensive Visual Classification Benchmark (11 datasets)

71.6Average Accuracy

15

Feb 26, 2026

Yearbook 1930-2013 (OOD)

92.8OOD Average Score

7

Apr 10, 2026

Yearbook In-Distribution 1930-2013 (ID)

95.4ID Avg

7

Apr 10, 2026

Popular datasets

Yearbook Vision Tasks Comprehensive Visual Classification Benchmark

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