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HAM10K dataset and benchmarks · SOTA2 Research

Research Datasets

HAM10K

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Skin lesion diagnostic classification

HAM10k (In-distribution)

79.68Accuracy

12

Medical Image Segmentation

HAM10K (test)

80.7Mean IoU (N/B)

9

Skin lesion segmentation

HAM10K (test)

93.12DSC (mean ± std across runs)

3

Popular tasks

Medical Image Segmentation Skin Lesion Segmentation Skin lesion diagnostic classification

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