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Mammogram Classification research benchmarks · SOTA2 Research

Mammogram Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CBIS-DDSM (test)

EffNetV2-M + ViM

87.5AUC

34

Apr 15, 2026

0.859AUC-ROC

8

Feb 26, 2026

INBreast (test)

0.994AUC-ROC

8

Feb 26, 2026

CBIS-DDSM (val)

94.27AUC

6

Feb 26, 2026

ADMANI-2 (whole set)

0.926AUC-ROC

4

Feb 26, 2026

ADMANI-1 (test)

0.948AUC-ROC

4

Feb 26, 2026

Popular datasets

CBIS-DDSM INBreast CMMD+ADMANI-1 ADMANI

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