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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 182 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

11 Image Classification Datasets Average

78.3Avg ACC

9

Feb 26, 2026

Average across 11 datasets (Aircraft, CIFAR10, CIFAR100, CUB200, DTD, Flower102, Food101, HAM10000, ImageNet, Resisc45, UCF101)

87.4Avg ACC

9

Feb 26, 2026

ImageNet-1K 1.0 (val)

Prototypical Curriculum

83.31Accuracy (%)

9

Feb 26, 2026

ImageNet 1K Small (test)

17Test Error

9

Feb 26, 2026

MIMIC 5x200 (test)

MedUnifier (w TIG)

50.4Accuracy

9

Feb 26, 2026

MobileNet-V2-1.4

75.3Top-1 Accuracy

9

Feb 26, 2026

Comp-DD Car-Hard (test)

72.8Accuracy

9

Feb 26, 2026

Comp-DD Car-Easy (test)

0.635Accuracy

9

Feb 26, 2026

Comp-DD Dog-Hard (test)

58.4Accuracy

9

Feb 26, 2026

Comp-DD Dog-Easy (test)

57.3Accuracy

9

Feb 26, 2026

Comp-DD Bird-Hard (test)

82.4Accuracy

9

Feb 26, 2026

Comp-DD Bird-Easy (test)

81.6Accuracy

9

Feb 26, 2026

S2RDA-MS-39 synthetic-to-real (test)

38Accuracy

9

Feb 26, 2026

S2RDA-49 synthetic-to-real (test)

74.1Accuracy

9

Feb 26, 2026

ImageNet Multilingual

openai/clip-vit-large-patch14

75.6Accuracy (EN)

9

Feb 26, 2026

CIFAR-100 (IID)

64.29Clean Accuracy

9

Feb 26, 2026

78.63Accuracy

9

Feb 26, 2026

83.48Accuracy

9

Feb 26, 2026

27.46Accuracy

9

Feb 26, 2026

4 ImageNet Variants (ImgNet-V2, ImgNet-S, ImgNet-A, ImgNet-R)

61.2Average Accuracy

9

Feb 26, 2026

CIFAR-10 (Retain)

100Accuracy

9

Feb 26, 2026

ImageNet (test)

75.66ANN Accuracy

9

Feb 26, 2026

ImageSquawk 128x128 (test)

87.5Accuracy

9

Feb 26, 2026

iNat 10-shot 18

76.5Accuracy

9

Feb 26, 2026

63.5Accuracy

9

Feb 26, 2026

Page 182 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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