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Tumor classification research benchmarks · SOTA2 Research

Tumor classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Camelyon17-WILDS (test)

0.984AUC

26

May 15, 2026

Camelyon17-WILDS (val)

98.04AUC

26

Feb 26, 2026

Brain MRI scans

ResNet18 (Transfer Learning)

97Accuracy

12

Jun 29, 2026

99.18Accuracy

7

Jun 23, 2026

Kidney CT scans

99.96Accuracy

7

Jun 23, 2026

Real tactile images Skin 3 stiffness

96.55Accuracy (%)

3

May 1, 2026

Real tactile images Skin 2 stiffness

92.31Accuracy

3

May 1, 2026

Real tactile images Skin 1 stiffness

80.56Accuracy

3

May 1, 2026

H&E and IHC pathology images (Privately curated dataset) (test)

ViT-based tumor and stain classifier

100Accuracy

2

Feb 26, 2026

Popular datasets

Real tactile images CAMELYON Brain MRI scans H&E and IHC pathology images Kidney CT scans

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