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DermNet dataset and benchmarks · SOTA2 Research

Research Datasets

DermNet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Skin lesion diagnostic classification

DermNet In-distribution

62.57Accuracy

12

Few-shot Image Classification

Dermnet-S

67.97Accuracy

12

Disease Classification

DermNet (test)

82.66Accuracy

11

Target classification and novel class prevalence estimation

Dermnet

48.9Accuracy (All)

5

Target Classification

DermNet

48.9Accuracy (All)

5

Novel Class Prevalence Estimation

DermNet

31.3MPE (Novel)

4

Skin Disease Classification

DermNet (test)

59.89Accuracy

2

Popular tasks

Disease Classification Few-shot Image Classification Target Classification Novel Class Prevalence Estimation Target classification and novel class prevalence estimation

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