← Image-level Supervised Instance Segmentation

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PASCAL VOC 2012 val

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
WeakSAM-Mask2Former (with SAM)	mAP@0.5 64.4 mAP@0.25 73.4 mAP@0.7 49.7 mAP@0.75 45.3	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-Mask RCNN (with SAM)	mAP@0.5 59.6 mAP@0.25 70.3 mAP@0.7 43.1 mAP@0.75 36.2	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
CIM + Mask R-CNN	mAP@0.5 55.9 mAP@0.25 68.7 mAP@0.7 37.1 mAP@0.75 30.9	Complete Instances Mining for Weakly Supervised Instance Segmentation 2024-02-12	코드 1
CIM	mAP@0.5 51.1 mAP@0.25 64.9 mAP@0.7 32.4 mAP@0.75 26.1	Complete Instances Mining for Weakly Supervised Instance Segmentation 2024-02-12	코드 1
BESTIE (proposal-free)	mAP@0.5 51.0 mAP@0.25 61.2 mAP@0.7 31.9 mAP@0.75 26.6	Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement 2021-09-20	코드 1
Arun et al.	mAP@0.5 50.9 mAP@0.25 59.7 mAP@0.7 30.2 mAP@0.75 28.5	Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances 2020-07-18	연결 없음
LIID	mAP@0.5 48.4 mAP@0.75 24.9	Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation 2020-09-10	코드 1
IRN (proposal-free)	mAP@0.5 46.7 mAP@0.7 23.5	Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations 2019-04-10	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
WISE	mAP@0.5 41.7 mAP@0.25 49.2 mAP@0.75 23.7	Where are the Masks: Instance Segmentation with Image-level Supervision 2019-07-02	코드 1
CL	mAP@0.5 38.1 mAP@0.25 56.6 mAP@0.75 12.3	Weakly Supervised Instance Segmentation by Deep Community Learning 2020-01-30	연결 없음
Label-PEnet	mAP@0.5 30.2 mAP@0.25 49.2 mAP@0.75 12.9	Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation 2019-10-07	연결 없음
IAM	mAP@0.5 28.3 mAP@0.25 45.9 mAP@0.75 11.9	Learning Instance Activation Maps for Weakly Supervised Instance Segmentation 2019-06-01	연결 없음
PRM	mAP@0.5 26.8 mAP@0.25 44.3 mAP@0.75 9.0	Weakly Supervised Instance Segmentation using Class Peak Response 2018-04-03	코드 1