← Weakly-supervised instance segmentation

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PASCAL VOC 2012 val

아카이브 평가 6건 · 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
BBAM	mAP@0.25 76.8 mAP@0.5 63.7 mAP@0.75 31.8 Average Best Overlap 63.0	BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation 2021-03-16	코드 1
LIID	mAP@0.25 - mAP@0.5 48.4 mAP@0.75 24.9 Average Best Overlap 50.8	Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation 2020-09-10	코드 1
WSIS_CL	mAP@0.25 56.6 mAP@0.5 38.1 mAP@0.75 12.3 Average Best Overlap 48.2	Weakly Supervised Instance Segmentation by Deep Community Learning 2020-01-30	연결 없음
CIM + Mask R-CNN	mAP@0.25 68.7 mAP@0.5 55.9 mAP@0.75 30.9	Complete Instances Mining for Weakly Supervised Instance Segmentation 2024-02-12	코드 1
BESTIE (point label, proposal-free)	mAP@0.25 66.4 mAP@0.5 56.1 mAP@0.75 30.2 Average Best Overlap -	Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement 2021-09-20	코드 1
BESTIE (image-level label, proposal-free)	mAP@0.25 61.2 mAP@0.5 51.0 mAP@0.75 26.6 Average Best Overlap -	Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement 2021-09-20	코드 1