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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
Biggs [3]	PA-MPJPE 59.9	Probabilistic Modeling for Human Mesh Recovery 2021-08-26	코드 1
FrankMocap	PA-MPJPE 60 MPJPE 94.3	FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration 2021-08-13	코드 1
ExPose	PA-MPJPE 60.7 MPJPE 93.4	Monocular Expressive Body Regression through Body-Driven Attention 2020-08-20	코드 1
Prob3DHumans	PA-MPJPE 61 MPJPE 90.9	Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild 2021-03-19	연결 없음
Dual network	PA-MPJPE 61.7	Dual networks based 3D Multi-Person Pose Estimation from Monocular Video 2022-05-02	코드 1
SHAPY (SMPL-X)	PA-MPJPE 62.6 MPJPE 95.2	Accurate 3D Body Shape Regression using Metric and Semantic Attributes 2022-06-14	코드 1
PoseNet3D	PA-MPJPE 63.2	PoseNet3D: Learning Temporally Consistent 3D Human Pose via Knowledge Distillation 2020-03-07	코드 1
GnTCN	PA-MPJPE 64.2	Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos 2020-12-22	코드 1
ProHMR	PA-MPJPE 65	Probabilistic Modeling for Human Mesh Recovery 2021-08-26	코드 1
UniHPE-w48	PA-MPJPE 65.7	UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning 2023-11-24	연결 없음
HW-HuP	PA-MPJPE 66.1	Heuristic Weakly Supervised 3D Human Pose Estimation 2021-05-23	코드 1 · 코드 2
STRAPS	PA-MPJPE 66.8	Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild 2020-09-21	코드 1
PoseTriplet	PA-MPJPE 69.5 MPJPE 115	PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision 2022-03-29	코드 1
Spatio-Temporal Network (T=128)	PA-MPJPE 71.8	3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training 2020-04-07	연결 없음
Non-Local Latent Relation Distillation	PA-MPJPE 72.1	Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation 2022-04-05	연결 없음
HMMR (T=20)	PA-MPJPE 72.6 MPJPE 116.5 Acceleration Error 15.2	Learning 3D Human Dynamics from Video 2018-12-04	코드 1
HR-Net+ST-GCN+PoseAug	PA-MPJPE 73.2	PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06	코드 1
ISO	PA-MPJPE 75.8	Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation 2020-07-04	연결 없음
PONet	PA-MPJPE 76.2	PONet: Robust 3D Human Pose Estimation via Learning Orientations Only 2021-12-21	연결 없음
MVM	PA-MPJPE 78.2	Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video 2020-04-11	연결 없음
TP-Net	PA-MPJPE 92.2	Learning 3D Human Pose from Structure and Motion 2017-11-25	코드 1
SMPLify	PA-MPJPE 106.8	Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image 2016-07-27	코드 1 · 코드 2
Simple-baseline	PA-MPJPE 157.0	A simple yet effective baseline for 3d human pose estimation 2017-05-08	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14
HybridCap	MPJPE 72.1	HybridCap: Inertia-aid Monocular Capture of Challenging Human Motions 2022-03-17	연결 없음
PARE + HANet (T=51)	MPJPE 74.6 Acceleration Error 8	Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos 2022-11-29	코드 1
SMPLer-X	MPJPE 75.2	SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation 2023-09-29	코드 1 · 코드 2
PARE + HANet (T=101)	MPJPE 77.1 Acceleration Error 6.8	Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos 2022-11-29	코드 1
MEEV	MPJPE 81.74	MEEV: Body Mesh Estimation On Egocentric Video 2022-10-21	코드 1
HMR	MPJPE 130.0 Acceleration Error 37.4	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