Papers with Code · CC BY-SA 4.0

3DPW

아카이브 평가 119건 · 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
ExtPose (-a, T=16)	PA-MPJPE 34.0 MPJPE 54.2 MPVPE 67.5	ExtPose: Robust and Coherent Pose Estimation by Extending ViTs 2025-06-18	연결 없음
WHAM (ViT)	PA-MPJPE 35.9 MPJPE 57.8 MPVPE 68.7	WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion 2023-12-12	코드 1
TAR (N=9)	PA-MPJPE 40.6 MPJPE 62.7 MPVPE 74.4 Acceleration Error 7.7	Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery 2023-11-16	연결 없음
Zolly (HRNet-w48)	PA-MPJPE 39.8 MPJPE 65 MPVPE 76.3	Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction 2023-03-24	코드 1
CycleAdapt (w/ 2D GT)	PA-MPJPE 39.9 MPJPE 64.7 MPVPE 76.7	Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction 2023-08-12	코드 1
PostoMETRO (HRNet-w48)	PA-MPJPE 39.8 MPJPE 67.7 MPVPE 76.8	PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery 2024-03-19	연결 없음
CLIFF (3DPW+HumanWild+BEDLAM+AGORA)	PA-MPJPE 41.9 MPJPE 65.2 MPVPE 76.8	3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models 2024-03-17	연결 없음
Hulk(ViT-L)	PA-MPJPE 38.5 MPJPE 66.3 MPVPE 77.4	Hulk: A Universal Knowledge Translator for Human-Centric Tasks 2023-12-04	코드 1 · 코드 2
GenHMR	PA-MPJPE 42.1 MPJPE 68.1 MPVPE 77.5	GenHMR: Generative Human Mesh Recovery 2024-12-19	연결 없음
VirtualMarker	PA-MPJPE 41.3 MPJPE 67.5 MPVPE 77.9	3D Human Mesh Estimation from Virtual Markers 2023-03-21	코드 1 · 코드 2
PostoMETRO (ResNet-50)	PA-MPJPE 40.8 MPJPE 68.4 MPVPE 78.0	PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery 2024-03-19	연결 없음
SEFD_GT	PA-MPJPE 43.79 MPJPE 64.75 MPVPE 78.36	SEFD: Learning to Distill Complex Pose and Occlusion 2023-01-01	코드 1
PROM (CLIFF)	PA-MPJPE 42.0 MPJPE 67.6 MPVPE 79.2	Learning Unorthogonalized Matrices for Rotation Estimation 2023-12-01	연결 없음
MotionBERT-HybrIK	PA-MPJPE 40.6 MPJPE 68.8 MPVPE 79.4	MotionBERT: A Unified Perspective on Learning Human Motion Representations 2022-10-12	코드 1
MPT	PA-MPJPE 42.8 MPJPE 65.9 MPVPE 79.4	MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh Reconstruction 2022-11-24	코드 1 · 코드 2
BioPose	PA-MPJPE 39.5 MPJPE 69.0 MPVPE 79.8	BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos 2025-01-14	연결 없음
Hulk(ViT-B)	PA-MPJPE 39.9 MPJPE 67 MPVPE 79.8	Hulk: A Universal Knowledge Translator for Human-Centric Tasks 2023-12-04	코드 1 · 코드 2
BoPR (HR-W48)	PA-MPJPE 42.5 MPJPE 65.4 MPVPE 80.8	BoPR: Body-aware Part Regressor for Human Shape and Pose Estimation 2023-03-21	코드 1
ARTS (Resnet50 L=16)	PA-MPJPE 46.5 MPJPE 67.7 MPVPE 81.4 Acceleration Error 6.5	ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos 2024-10-21	코드 1 · 코드 2
RemoCap	PA-MPJPE 44.1 MPJPE 72.7 MPVPE 81.9	RemoCap: Disentangled Representation Learning for Motion Capture 2024-05-21	연결 없음
DynaBOA (w/ 2D GT)	PA-MPJPE 40.4 MPJPE 65.5 MPVPE 82	Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation 2021-11-07	코드 1
SMPLer-L	PA-MPJPE 43.4 MPJPE 73.7 MPVPE 82	SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation 2024-04-23	코드 1
HMR 2.0	PA-MPJPE 44.4 MPJPE 69.8 MPVPE 82.2	Humans in 4D: Reconstructing and Tracking Humans with Transformers 2023-05-31	코드 1
HybrIK (HRNet-W48)	PA-MPJPE 41.8 MPJPE 71.6 MPVPE 82.3	HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery 2023-04-12	코드 1 · 코드 2
DeFormer	PA-MPJPE 44.3 MPJPE 72.9 MPVPE 82.6	Deformable Mesh Transformer for 3D Human Mesh Recovery 2023-01-01	코드 1
HybrIK-Transformer (HrNet-48)	PA-MPJPE 42.3 MPJPE 71.6 MPVPE 83.6	3D Human Pose and Shape Estimation via HybrIK-Transformer 2023-02-09	코드 1
PSVT	PA-MPJPE 43.5 MPJPE 73.1 MPVPE 84	PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers 2023-03-16	연결 없음
IKOL	PA-MPJPE 44.5 MPJPE 71.1 MPVPE 84.1	IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation 2023-02-02	코드 1
TokenHMR (SD + ITW + BL)	PA-MPJPE 44.3 MPJPE 71 MPVPE 84.6	TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation 2024-04-25	코드 1
HybrIK	PA-MPJPE 45.0 MPJPE 74.1 MPVPE 86.5	HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation 2020-11-30	코드 1 · 코드 2 · 코드 3 · 코드 4