← Multi-class Anomaly Detection

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아카이브 평가 13건 · 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
INP-Former-Large	Detection AUROC 99.8 Segmentation AUROC 98.6	Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection 2025-03-04	코드 1 · 코드 2
Dinomaly-Large	Detection AUROC 99.8 Segmentation AUROC 98.5	Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection 2024-05-23	코드 1 · 코드 2
INP-Former-Base	Detection AUROC 99.7 Segmentation AUROC 98.5	Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection 2025-03-04	코드 1 · 코드 2
Dinomaly-Base	Detection AUROC 99.6 Segmentation AUROC 98.4	Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection 2024-05-23	코드 1 · 코드 2
RLR	Detection AUROC 98.6 Segmentation AUROC 98.5	Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection 2024-03-18	코드 1
MambaAD	Detection AUROC 98.6 Segmentation AUROC 97.7	MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection 2024-04-09	코드 1 · 코드 2 · 코드 3
HGAD	Detection AUROC 98.4 Segmentation AUROC 97.9	Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection 2024-03-20	코드 1
PNPT	Detection AUROC 98.3 Segmentation AUROC 98.1	Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection 2024-06-17	연결 없음
CRAS	Detection AUROC 98.3 Segmentation AUROC 98.0	Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection 2025-05-23	코드 1
HVQ-Trans	Detection AUROC 98.0 Segmentation AUROC 97.3	Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection 2023-10-22	코드 1
OminAL	Detection AUROC 97.2 Segmentation AUROC 98.3	OmniAL: A Unified CNN Framework for Unsupervised Anomaly Localization 2023-01-01	연결 없음
DiAD	Detection AUROC 97.2 Segmentation AUROC 96.8	DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection 2023-12-11	코드 1
UniAD	Detection AUROC 96.5 Segmentation AUROC 96.8	A Unified Model for Multi-class Anomaly Detection 2022-06-08	코드 1