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Papers Benchmarks Datasets Tasks

Breast cancer detection research benchmarks · SOTA2 Research

Breast cancer detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

In-house to RSNA-BSD1K (test)

36Recall @ FPR=0.05

11

Feb 26, 2026

In-house to INBreast (test)

46Recall @ FPR=0.05

11

Feb 26, 2026

DDSM to INBreast (test)

25Recall @ 0.05

11

Feb 26, 2026

DDSM to In-house (test)

19Recall @ FPR=0.05

11

Feb 26, 2026

Mammographic image dataset

PAACN + Transformer

0.988Accuracy

6

Feb 26, 2026

Breast cancer ultrasound (BU) (5-fold cross-validation)

97.5Specificity

6

Feb 26, 2026

Breast Cancer Dataset General

DeepBreastCancerNet

99.63Accuracy

3

Feb 26, 2026

Antenna Measurements Dataset

Data mining classification algorithms

90Accuracy

1

Feb 26, 2026

Private Mammography Dataset

62.1mAP

1

Feb 26, 2026

Popular datasets

DDSM INBreast Breast cancer ultrasound RSNA-BSD Mammographic image dataset

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