← 3D Human Pose Estimation

Papers with Code · CC BY-SA 4.0

MPI-INF-3DHP

아카이브 평가 107건 · 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
Skeletal GNN	AUC 46.2 PCK 82.1	Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation 2021-08-16	연결 없음
Graph Stacked Hourglass Network	AUC 45.8 PCK 80.1	Graph Stacked Hourglass Networks for 3D Human Pose Estimation 2021-03-30	코드 1
PoseLifter	AUC 45.1 PCK 84	PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose 2019-10-26	코드 1
SRNET	AUC 43.8 PCK 77.6	SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach 2020-07-18	코드 1
ContextPose	AUC 42.7 PCK 80.5	Context Modeling in 3D Human Pose Estimation: A Unified Perspective 2021-03-29	코드 1
VNect (ResNet 50 GT)	AUC 41.6 PCK 79.4	VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera 2017-05-03	코드 1
HEMlets Pose	AUC 38 PCK 75.3	HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation 2019-10-26	연결 없음
2D-3D Lifting Network	AUC 36.3 PCK 71.1	Unsupervised 3D Pose Estimation with Geometric Self-Supervision 2019-04-09	연결 없음
Ordinal Depth Supervision	AUC 35.3 PCK 71.9	Ordinal Depth Supervision for 3D Human Pose Estimation 2018-05-10	코드 1
Stereoscopic View Synthesis Subnetwork	AUC 33.8 PCK 71.2	Generalizing Monocular 3D Human Pose Estimation in the Wild 2019-04-11	코드 1
OriNet	AUC 32.1 PCK 64.6	OriNet: A Fully Convolutional Network for 3D Human Pose Estimation 2018-11-12	코드 1
Adversarial Learning	AUC 32.0 PCK 69.0	3D Human Pose Estimation in the Wild by Adversarial Learning 2018-03-26	연결 없음
Probabilistic Monocular	PCK 84.3	Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows 2021-07-29	코드 1
Spatio-Temporal Network (T=128)	PCK 84.1	3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training 2020-04-07	연결 없음
WSGAN	PCK 79.3	Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses 2020-08-13	코드 1
MDM	PCK 67.9	Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network 2019-04-11	코드 1 · 코드 2
EFT	PA-MPJPE 67.5	Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation 2020-04-07	코드 1