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아카이브 평가 16건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
WCCNet DenseNet-121	AUC 0.947	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
RGP DenseNet-169	AUC 0.934	Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification 2020-06-06	연결 없음
WCCNet ResNet-50	AUC 0.931	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
WCCNet ResNet-101	AUC 0.926	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
WCCNet ResNet-34	AUC 0.923	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
GGP DenseNet-169	AUC 0.922	Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification 2020-06-06	연결 없음
WCCNet VGG16	AUC 0.915	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
WCCNet ResNet-18	AUC 0.913	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
AlexNet+Sparse MIL INbr. Auto.	AUC 0.89	Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification 2017-05-23	코드 1
WCCNet AlexNet	AUC 0.870	WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification 2021-10-04	연결 없음
Avg pooling DenseNet-169	AUC 0.862	Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification 2020-06-06	연결 없음
AlexNet+Label Assign. MIL INbr. Auto.	AUC 0.84	Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification 2017-05-23	코드 1
Max pooling DenseNet-169	AUC 0.837	Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification 2020-06-06	연결 없음
AlexNet+Max Pooling MIL	AUC 0.83	Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification 2017-05-23	코드 1
AlexNet	AUC 0.79	Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification 2017-05-23	코드 1
Pretrained CNN + Random Forest	AUC 0.76	Automated mass detection in mammograms using cascaded deep learning and random forests, 2015-11-23	연결 없음