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VinDr-Mammo dataset and benchmarks · SOTA2 Research

Research Datasets

VinDr-Mammo

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

BI-RADS Assessment

VinDr-Mammo external (val)

87.7AUC

13

Abnormal classification

VinDr-Mammo (test)

0.841AUC

10

Asymmetric classification

VinDr-Mammo (test)

82.3AUC

10

Abnormalities Localization

VinDr-Mammo

27.2mTIoU

10

Medical Report Generation

VinDr-Mammo

54.76Composition F1

9

Breast Lesion Classification

VinDr-Mammo (External val)

87.1AUC

8

Image Classification

VinDr-Mammo

61.6Accuracy

8

Breast Cancer Classification

VinDr-Mammo 5-Class (test)

50.4F1 Score (%)

5

Binary Classification

VinDr-Mammo (test)

79.57F1-Score

4

Popular tasks

Image Classification Binary Classification Medical Report Generation Abnormal classification Abnormalities Localization

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