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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
NIKI (Twist-and-Swing)	PA-MPJPE 40.6 MPJPE 71.3 MPVPE 86.6	NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation 2023-05-15	코드 1
HeatER	PA-MPJPE 45.9 MPJPE 73.4 MPVPE 86.9	FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER 2022-05-30	코드 1
ImpHMR	PA-MPJPE 45.4 MPJPE 74.3 MPVPE 87.1	Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view 2023-06-30	연결 없음
XFormer (HRNet)	PA-MPJPE 45.7 MPJPE 75 MPVPE 87.1	XFormer: Fast and Accurate Monocular 3D Body Capture 2023-05-18	연결 없음
POTTER	PA-MPJPE 44.8 MPJPE 75 MPVPE 87.4	POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery 2023-03-23	코드 1
INT-2 (ResNet-50)	PA-MPJPE 42 MPJPE 75.6 MPVPE 87.9 Acceleration Error 16.5	Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens 2023-03-01	코드 1
MotionBERT (Finetune)	PA-MPJPE 47.2 MPJPE 76.9 MPVPE 88.1	MotionBERT: A Unified Perspective on Learning Human Motion Representations 2022-10-12	코드 1
BOA (w/ 2D GT)	PA-MPJPE 49.5 MPJPE 77.2 MPVPE 91.2	Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction 2021-03-30	코드 1
SEFD	PA-MPJPE 49.39 MPJPE 77.37 MPVPE 92.60	SEFD: Learning to Distill Complex Pose and Occlusion 2023-01-01	코드 1
DST-VIBE	PA-MPJPE 50.3 MPJPE 76.7 MPVPE 93.5 Acceleration Error 11	Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation 2021-10-22	연결 없음
LMR	PA-MPJPE 51.2 MPJPE 81.7 MPVPE 93.6 Acceleration Error 15.6	Learning Local Recurrent Models for Human Mesh Recovery 2021-07-27	연결 없음
GLoT	PA-MPJPE 50.6 MPJPE 80.7 MPVPE 96.3 Acceleration Error 6.6	Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation 2023-03-26	코드 1
KAMA	PA-MPJPE 51.1 MPVPE 97.0	KAMA: 3D Keypoint Aware Body Mesh Articulation 2021-04-27	연결 없음
TRACE	PA-MPJPE 37.8 MPJPE 79.1 MPVPE 97.3	TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments 2023-06-05	코드 1 · 코드 2 · 코드 3
TAPE (T=16)	PA-MPJPE 51.5 MPJPE 79.9 MPVPE 98.1 Acceleration Error 8.9	TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation 2023-04-29	코드 1
VIBE	PA-MPJPE 51.9 MPJPE 82.9 MPVPE 99.1 Acceleration Error 23.4 Number of parameters (M) 72.43	VIBE: Video Inference for Human Body Pose and Shape Estimation 2019-12-11	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
MPS-Net (T=16)	PA-MPJPE 52.1 MPJPE 84.3 MPVPE 99.7 Acceleration Error 7.4 Number of parameters (M) 39.63 FLOPs (G) 4.45	Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video 2022-03-16	연결 없음
CycleAdapt (w/o 2D GT)	PA-MPJPE 51.1 MPJPE 84.4 MPVPE 99.9	Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction 2023-08-12	코드 1
TePose (T=6)	PA-MPJPE 52.3 MPJPE 84.6 MPVPE 100.3 Acceleration Error 11.4	Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation 2022-07-25	코드 1
Self-Attentive	PA-MPJPE 50.4 MPJPE 85.8 MPVPE 100.6 Acceleration Error 77.9	Self-Attentive 3D Human Pose and Shape Estimation from Videos 2021-03-26	연결 없음
STR	PA-MPJPE 52.4 MPJPE 85.2 MPVPE 101.2 Acceleration Error 6.9	Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos 2022-10-07	연결 없음
DDT	PA-MPJPE 53.3 MPJPE 85.9 MPVPE 101.2 Acceleration Error 6.6	DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos 2023-03-23	연결 없음
CLIFF	PA-MPJPE 52.7 MPJPE 87.3 MPVPE 102.1	3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models 2024-03-17	연결 없음
TCMR (T=16 w/o H3.6M)	PA-MPJPE 52.7 MPJPE 86.5 MPVPE 102.9 Acceleration Error 7.1	Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video 2020-11-17	코드 1
MoCap-SPIN + PoseBERT	PA-MPJPE 52.9 MPJPE 89.4 MPVPE 103.8 Acceleration Error 8.3	Leveraging MoCap Data for Human Mesh Recovery 2021-10-18	코드 1
GTRS	PA-MPJPE 58.9 MPJPE 88.5 MPVPE 106.2	A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose 2021-11-24	코드 1
MUG	PA-MPJPE 60.5 MPJPE 87 MPVPE 106.2	MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose 2022-05-25	연결 없음
3DCrowdNet	PA-MPJPE 55.8 MPJPE 85.8 MPVPE 108.5	Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes 2021-04-15	코드 1
PC-HMR	PA-MPJPE 66.9 MPJPE 87.8 MPVPE 108.6	PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos 2021-03-16	연결 없음
CHOMP	PA-MPJPE 51.7 MPJPE 83.7 MPVPE 110.1	Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior 2022-07-12	코드 1