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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 269 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CUB-200 Symmetric Noise 0.6 2011 (test)

73.08Accuracy (Best)

5

Feb 26, 2026

CUB-200-2011 Symmetric Noise 0.4 (test)

79.24Accuracy (Best)

5

Feb 26, 2026

CUB-200-2011 Symmetric Noise 0.2 (test)

83.05Best Accuracy

5

Feb 26, 2026

Stanford-Cars Instance-dependent Noise 0.4 (test)

89.74Accuracy (Best)

5

Feb 26, 2026

Stanford-Cars Instance-dependent Noise 0.3 (test)

90.77Accuracy (Best)

5

Feb 26, 2026

Stanford-Cars Instance-dependent Noise 0.2 (test)

92.19Accuracy (Best)

5

Feb 26, 2026

Stanford-Cars Symmetric Noise 0.6 (test)

85.72Accuracy (Best)

5

Feb 26, 2026

Stanford-Cars Symmetric Noise 0.4 (test)

90.75Accuracy (Best)

5

Feb 26, 2026

Stanford-Cars Symmetric Noise 0.2 (test)

92.13Accuracy (Peak)

5

Feb 26, 2026

Tiny-ImageNet Instance-dependent Noise 0.4 (test)

80.52Accuracy (Best)

5

Feb 26, 2026

Tiny-ImageNet Instance-dependent Noise 0.3 (test)

82.69Best Accuracy

5

Feb 26, 2026

Tiny-ImageNet Instance-dependent Noise 0.2 (test)

83.37Accuracy (Best)

5

Feb 26, 2026

Tiny-ImageNet Symmetric Noise 0.6 (test)

80.6Accuracy (Best)

5

Feb 26, 2026

Tiny-ImageNet Symmetric Noise 0.4 (test)

82.48Accuracy (Best)

5

Feb 26, 2026

CIFAR-100 Instance-dependent Noise 0.4 (test)

85.78Accuracy (Best)

5

Feb 26, 2026

CIFAR-100 Instance-dependent Noise 0.3 (test)

88.68Best Accuracy

5

Feb 26, 2026

CIFAR-100 Instance-dependent Noise 0.2 (test)

89.38Accuracy (Best)

5

Feb 26, 2026

CIFAR-100 Symmetric Noise 0.2 (test)

89.38Accuracy (Best)

5

Feb 26, 2026

9 Vision Tasks ImageNet-1K added (test)

77SUN397 Accuracy

5

Feb 26, 2026

Base-to-novel generalization benchmark CLIP-based (test)

84.34Base Accuracy

5

Feb 26, 2026

EMNIST Digits (test)

99.75Accuracy (Avg)

5

Feb 26, 2026

VGG-5 (Spinal FC)

99.64Accuracy (Avg)

5

Feb 26, 2026

Kuzushiji-MNIST (KMNIST) (test)

VGG-5 (Spinal FC)

99.05Test Accuracy (Avg)

5

Feb 26, 2026

99.69Test Accuracy (Avg)

5

Feb 26, 2026

69.41Accuracy

5

Feb 27, 2026

Page 269 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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