← Supervised Anomaly Detection

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아카이브 평가 8건 · 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
WeakREST-Block	Detection AUROC 99.8 Segmentation AUROC 99.7 Segmentation AUPRO 98.4 Segmentation AP 87.6	Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers 2023-06-06	연결 없음
CPR	Detection AUROC 99.7 Segmentation AUROC 99.6 Segmentation AUPRO 98.3 Segmentation AP 86.0	Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval 2023-08-13	코드 1
ADClick	Detection AUROC 99.6 Segmentation AUROC 99.6 Segmentation AUPRO 98.2 Segmentation AP 86.4	Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization 2024-07-03	연결 없음
PRN	Detection AUROC 99.4 Segmentation AUROC 99.0 Segmentation AUPRO 96.1 Segmentation AP 78.6	Prototypical Residual Networks for Anomaly Detection and Localization 2022-12-05	연결 없음
BGAD	Detection AUROC 99.3 Segmentation AUROC 99.2	Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection 2022-07-04	코드 1
DRA	Detection AUROC 95.9	Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection 2022-03-28	코드 1
DevNet	Detection AUROC 94.5 Segmentation AUROC 91.8	Explainable Deep Few-shot Anomaly Detection with Deviation Networks 2021-08-01	코드 1
FLOS	Detection AUROC 93.9	Explainable Deep Few-shot Anomaly Detection with Deviation Networks 2021-08-01	코드 1