← Object Detection

Papers with Code · CC BY-SA 4.0

CrowdHuman (full body)

아카이브 평가 19건 · 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
InternImage-H	AP 97.2	InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions 2022-11-10	코드 1 · 코드 2 · 코드 3
MMPedestron	AP 97.1 mMR 30.8	When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset 2024-07-14	코드 1
Progressive DETR	AP 94.1 mMR 37.7	Progressive End-to-End Object Detection in Crowded Scenes 2022-03-15	코드 1 · 코드 2
DDQ DETR (R50)	AP 93.8 mMR 39.7 Recall 98.7	Dense Distinct Query for End-to-End Object Detection 2023-03-22	코드 1 · 코드 2
DDQ R-CNN (R50)	AP 93.5 mMR 40.4 Recall 98.6	Dense Distinct Query for End-to-End Object Detection 2023-03-22	코드 1 · 코드 2
Hulk(Finetune, ViT-L)	AP 93 mMR 36.5	Hulk: A Universal Knowledge Translator for Human-Centric Tasks 2023-12-04	코드 1 · 코드 2
DDQ FCN (R50 One-Stage)	AP 92.7 mMR 41.0 Recall 98.2	Dense Distinct Query for End-to-End Object Detection 2023-03-22	코드 1 · 코드 2
UniHCP (finetune)	AP 92.5 mMR 41.6	UniHCP: A Unified Model for Human-Centric Perceptions 2023-03-06	코드 1
Hulk(Finetune, ViT-B)	AP 92.4 mMR 40.7	Hulk: A Universal Knowledge Translator for Human-Centric Tasks 2023-12-04	코드 1 · 코드 2
V2F-Net	AP 91.03 mMR 42.28 Recall 84.2	V2F-Net: Explicit Decomposition of Occluded Pedestrian Detection 2021-04-07	연결 없음
CrowdDet	AP 90.7 mMR 41.4	Detection in Crowded Scenes: One Proposal, Multiple Predictions 2020-03-20	코드 1 · 코드 2 · 코드 3
Beta R-CNN	AP 89.6 mMR 40.3	Beta R-CNN: Looking into Pedestrian Detection from Another Perspective 2022-10-23	연결 없음
NOH-NMS	AP 89.0 mMR 43.9	NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination 2020-07-27	코드 1
IterDet (Faster RCNN, ResNet50, 2 iterations)	AP 88.08 mMR 49.44	IterDet: Iterative Scheme for Object Detection in Crowded Environments 2020-05-12	연결 없음
PS-RCNN (Faster RCNN, ResNet50, COCO Instance Masks	AP 87.94	PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression 2020-03-16	연결 없음
PS-RCNN (Faster RCNN, ResNet50)	AP 86.05	PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression 2020-03-16	연결 없음
Faster RCNN (ResNet50)	AP 84.95 mMR 50.49	CrowdHuman: A Benchmark for Detecting Human in a Crowd 2018-04-30	코드 1
Adaptive NMS (Faster RCNN, ResNet50)	AP 84.71 mMR 49.73	Adaptive NMS: Refining Pedestrian Detection in a Crowd 2019-04-07	연결 없음
IterDet (Faster RCNN, ResNet50, 1 iteration)	AP 84.43 mMR 49.12	IterDet: Iterative Scheme for Object Detection in Crowded Environments 2020-05-12	연결 없음