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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 83 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

46.8Clean Accuracy

20

Feb 27, 2026

98.4Clean Accuracy

20

Feb 27, 2026

CIFAR-100 Dirichlet-0.05 (test)

65.56Accuracy

20

Feb 26, 2026

CIFAR-10 (IND) + Places-365 (OOD)

94.18Test Acc

20

Feb 26, 2026

COVID 4-way 5-shot (test)

95.58Accuracy

20

Feb 26, 2026

COVID 4-way 1-shot (test)

93.47Accuracy

20

Feb 26, 2026

Brain Tumor MRI 4-way 5-shot (test)

99.51Accuracy

20

Feb 26, 2026

Brain Tumor MRI 1-shot 4-way (test)

99.32Accuracy

20

Feb 26, 2026

XJTU Meningioma 5-shot 4-way (test)

99.79Accuracy

20

Feb 26, 2026

XJTU Meningioma 4-way 1-shot (test)

0.998Accuracy

20

Feb 26, 2026

CIFAR-10 (test)

60.44Pretrain Accuracy

20

Feb 26, 2026

MNIST PGL(3, R) (test)

ResNet18 + TIED

97.43Accuracy

20

Feb 26, 2026

Office-31 Amazon domain (test)

91.05Accuracy

20

Feb 26, 2026

65.52Accuracy (Clean)

20

Apr 7, 2026

MobileNetV3-large-0.75

73.3Top-1 Accuracy

20

Feb 26, 2026

MS COCO 300 images subset (test)

98Accuracy

20

Feb 26, 2026

General-ImageNet

86.1Clean Accuracy

20

Feb 27, 2026

99.67Accuracy

20

Feb 26, 2026

Cifar-10 (test)

99Accuracy

20

Feb 26, 2026

MNIST ViT-Lite variant (test)

0.793Accuracy

20

Feb 26, 2026

VLCS DomainBed suite (test)

82.4Accuracy

20

Feb 26, 2026

PACS DomainBed suite (test)

97.4Accuracy

20

Feb 26, 2026

ImageNet (test)

81.02Top-1 Accuracy

20

Feb 26, 2026

Topological Vision Transformer

78.79Accuracy

20

Feb 26, 2026

72.9Accuracy

20

Feb 26, 2026

Page 83 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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