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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 164 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VinDr-CXR (test)

19.2AP (LO)

10

Feb 26, 2026

ImageNet 1k (val)

Fair Context Learning

69.46Top-1 Accuracy

10

Feb 26, 2026

ImageNet distribution shift 1k A K R V (val test)

65.55Top-1 Acc (ImageNet)

10

Feb 26, 2026

Neoplastic Tubular Adenoma (NPTA) (test)

XtraLight-MedMamba

97.18Accuracy

10

Feb 26, 2026

48.75Top-1 Acc

10

Feb 26, 2026

8 Vision Benchmarks Average: Cars, DTD, EuroSAT, GTSRB, MNIST, RESISC, Aircraft, SVHN

62.419Avg Accuracy

10

Feb 26, 2026

75.1ACC

10

Feb 26, 2026

72.1Accuracy

10

Feb 26, 2026

89.8Accuracy

10

Feb 26, 2026

87.3Accuracy

10

Feb 26, 2026

263Used Objects

10

Feb 26, 2026

Microscopy Composition Identification (test)

58.78DM Score

10

Feb 26, 2026

CIFAR10 Authorized domain

86.7Accuracy

10

Feb 26, 2026

CIFAR-10 non-IID, beta=0.7 (test)

87.13Accuracy

10

Feb 26, 2026

CIFAR-10 non-IID, beta=0.5 (test)

0.856Accuracy

10

Feb 26, 2026

Transfer Learning Suite

74.4Top-1 Accuracy

10

Feb 26, 2026

ImageNet linear probe V2 1.0

75.1Top-1 Accuracy

10

Feb 26, 2026

ImageNet Real linear probe 1.0

89.4Top-1 Accuracy

10

Feb 26, 2026

CIFAR-10 (test)

95.47Accuracy (Test, Last)

10

Feb 26, 2026

ImageNet-1K 11 (val)

80.3Top-1 Accuracy

10

Feb 26, 2026

238Memory (Mbits)

10

Feb 26, 2026

CIFAR-10 (test)

94.57Clean Accuracy Avg

10

Feb 26, 2026

CIFAR-100 (test)

74.86Clean Accuracy Avg

10

Feb 26, 2026

CIFAR-10 8/255 perturbation (test)

92.44Clean Accuracy

10

Feb 26, 2026

CIFAR100 32/255 noise (test)

49.38Natural Accuracy

10

Feb 26, 2026

Page 164 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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