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Papers Benchmarks Datasets Tasks

Uni-Medical dataset and benchmarks · SOTA2 Research

Research Datasets

Uni-Medical

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection and Localization

Uni-Medical 1.0 (test)

85.3Image-level AUROC

12

Pixel-level Anomaly Localization

Uni-Medical (test)

97.1AUROC

8

Image-level Anomaly Detection

Uni-Medical (test)

84.9AUROC

8

Anomaly Localization

Uni-Medical Mean

83.7AU-ROC

7

Anomaly Localization

Uni-Medical retinal

93.6AU-ROC

7

Anomaly Localization

Uni-Medical liver

0.692AU-ROC

7

Anomaly Localization

Uni-Medical brain

94.2AU-ROC

7

Popular tasks

Anomaly Localization Pixel-level Anomaly Localization Image-level Anomaly Detection Anomaly Detection and Localization

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