Papers with Code · CC BY-SA 4.0

MPI-INF-3DHP

아카이브 평가 107건 · 마지막 적재/변경 2026-10-30

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
DC-GNet	AUC 40.7 MPJPE 97.2 PA-MPJPE 62.5	DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D Human Shape Reconstruction 2021-08-27	연결 없음
TCMR (T=16 w/o H3.6M)	MPJPE 97.3 PA-MPJPE 63.5 Acceleration Error 8.5	Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video 2020-11-17	코드 1
TCMR (T=16 w/o 3DPW)	MPJPE 97.4 PA-MPJPE 62.8 Acceleration Error 8	Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video 2020-11-17	코드 1
MoCap-SPIN + PoseBERT	MPJPE 97.4 PA-MPJPE 63.3 Acceleration Error 8.7	Leveraging MoCap Data for Human Mesh Recovery 2021-10-18	코드 1
RepNet (3DHP)	AUC 58.5 MPJPE 97.8 PCK 82.5	RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation 2019-02-26	코드 1
DDT	MPJPE 97.8 PA-MPJPE 65.4 Acceleration Error 8.2	DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos 2023-03-23	연결 없음
XNect (SelecSLS)	AUC 45.3 MPJPE 98.4 PCK 82.8	XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera 2019-07-01	코드 1 · 코드 2 · 코드 3 · 코드 4
EvoSkeleton	AUC 46.1 MPJPE 99.7 PCK 81.2	Cascaded deep monocular 3D human pose estimation with evolutionary training data 2020-06-14	코드 1
DynaBOA	AUC 43.1 MPJPE 101.5 PA-MPJPE 66.1 PCK 79.5	Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation 2021-11-07	코드 1
RSC-Net	MPJPE 103.36 PA-MPJPE 70.01	3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning 2020-07-27	코드 1 · 코드 2
CanonPose	MPJPE 104 PCK 77	CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild 2020-11-30	코드 1
DSR	MPJPE 104.7 PA-MPJPE 66.7	Learning to Regress Bodies from Images using Differentiable Semantic Rendering 2021-10-07	코드 1
SPIN	AUC 37.1 MPJPE 105.2 PCK 76.4	Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop 2019-09-27	코드 1
EpipolarPose (fully-supervised)	MPJPE 108.99 PCK 77.5	Self-Supervised Learning of 3D Human Pose using Multi-view Geometry 2019-03-06	코드 1
XFormer (HRNet)	MPJPE 109.8 PA-MPJPE 64.5	XFormer: Fast and Accurate Monocular 3D Body Capture 2023-05-18	연결 없음
GeoRep (fully-supervised)	MPJPE 110.8 PCK 80.2	Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild 2020-03-17	연결 없음
Pose Consensus (monocular)	AUC 42.1 MPJPE 112.1 PCK 80.6	Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates 2019-11-21	코드 1
PONet	AUC 40.6 MPJPE 115.0 PCK 76.1	PONet: Robust 3D Human Pose Estimation via Learning Orientations Only 2021-12-21	연결 없음
Mehta	AUC 40.8 PCK 64.7	Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision 2016-11-29	연결 없음
Single-Shot Multi-Person	AUC 37.8 MPJPE 122.2 PCK 75.2	Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB 2017-12-09	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
HMR	AUC 36.5 MPJPE 124.2 PA-MPJPE 89.8 PCK 72.9	End-to-end Recovery of Human Shape and Pose 2017-12-18	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10
VNect (Augm.)	AUC 40.4 MPJPE 124.7 PCK 76.6	VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera 2017-05-03	코드 1
Explicit Compositional Depth Maps	AUC 62.4 PCK 93.2	3D Human Pose Estimation via Explicit Compositional Depth Maps 2020-02-08	연결 없음
DC-GCT	AUC 55.9 PCK 87.5	Double-chain Constraints for 3D Human Pose Estimation in Images and Videos 2023-08-10	코드 1
SPIN (Rigid Alignment)	AUC 55.6 PA-MPJPE 67.5 PCK 92.5	Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop 2019-09-27	코드 1
HTNet	AUC 54.1 PCK 86.7	HTNet: Human Topology Aware Network for 3D Human Pose Estimation 2023-02-20	코드 1
Modulated-GCN	AUC 53.7 PCK 86.1	Modulated Graph Convolutional Network for 3D Human Pose Estimation 2021-01-01	코드 1
Regular Splitting Graph Network	AUC 53.2 PCK 85.6	Regular Splitting Graph Network for 3D Human Pose Estimation 2023-05-09	코드 1
HGN	AUC 52.1 PCK 85.2	Hierarchical Graph Networks for 3D Human Pose Estimation 2021-11-23	코드 1
TIPSy-GAN (GT)	AUC 48.8 PCK 78	"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation 2022-05-12	연결 없음