← Human Instance Segmentation

Papers with Code · CC BY-SA 4.0

OCHuman

아카이브 평가 18건 · 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
BBox-Mask-Pose 2x	AP 32.4	Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle 2024-12-02	코드 1
Crowd-SAM (ViT-L)	AP 31.4	Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes 2024-07-16	코드 1
HQNet (ResNet-50)	AP 31.1	You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception 2023-12-09	코드 1
BlendMask + CIS	AP 29.8	Real-time Human-Centric Segmentation for Complex Video Scenes 2021-08-16	코드 1
Mask2Former + Occlusion C&P	AP 28.3	Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation 2022-10-07	코드 1
CondInst + CIS	AP 28.1	Real-time Human-Centric Segmentation for Complex Video Scenes 2021-08-16	코드 1
Mask2Former	AP 27.8	Object-Centric Multi-Task Learning for Human Instances 2023-03-13	연결 없음
HCQNet	AP 27.3	Object-Centric Multi-Task Learning for Human Instances 2023-03-13	연결 없음
ExPoSeg	AP 26.8	PoSeg: Pose-Aware Refinement Network for Human Instance Segmentation 2020-01-07	연결 없음
RTMDet-ins-l	AP 26.5	Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle 2024-12-02	코드 1
JoPoSeg	AP 26.4	PoSeg: Pose-Aware Refinement Network for Human Instance Segmentation 2020-01-07	연결 없음
BaseNet-DPS	AP 25.5	Object-Centric Multi-Task Learning for Human Instances 2023-03-13	연결 없음
Pose2Seg	AP 23.8	Pose2Seg: Detection Free Human Instance Segmentation 2018-03-28	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
PolarMask + CIS	AP 23.4	Real-time Human-Centric Segmentation for Complex Video Scenes 2021-08-16	코드 1
ResNet-101-FPN + TTG v1	AP 22.42	Test-time Adaptation vs. Training-time Generalization: A Case Study in Human Instance Segmentation using Keypoints Estimation 2022-12-12	연결 없음
BCNet	AP 20.6	Occlusion-Aware Instance Segmentation via BiLayer Network Architectures 2022-08-08	코드 1
CaSe	AP 18.0	Count- and Similarity-aware R-CNN for Pedestrian Detection 논문 날짜 미기재	연결 없음
Mask RCNN	AP 16.9	Count- and Similarity-aware R-CNN for Pedestrian Detection 논문 날짜 미기재	연결 없음