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Papers Benchmarks Datasets Tasks

MedMnist dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

MedMnist

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Learning-to-Defer

DermaMNIST (test)

83.39Classification Accuracy

2

3D medical image compression

MedMNIST 3D 6 categories (val)

64Data Rate (DR)

2

3D medical image compression

MedMNIST 3D

1Data Rate (DR)

2

Image Classification

MedMNIST OrganSMNIST (test)

76.12Accuracy

2

Image Classification

MedMNIST BreastMNIST (test)

86.35Accuracy

2

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Popular tasks

Image Classification Medical Image Classification Base-to-New Generalization 3D Classification Supervised Learning

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