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
VPose+PoseAug	AUC 57.3 MPJPE 73 PCK 88.6	PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06	코드 1
HR-Net+VPose+PoseAug	MPJPE 73.2	PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06	코드 1
DG-Net (T=4)	AUC 53.8 MPJPE 76	Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos 2021-09-15	연결 없음
CrossFormer	AUC 57.5 MPJPE 76.3 PCK 89.1	CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation 2022-03-24	코드 1
HR-Net+ST-GCN+PoseAug	MPJPE 76.6	PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06	코드 1
PoseFormer (9 frames)	AUC 56.4 MPJPE 77.1 PCK 88.6	3D Human Pose Estimation with Spatial and Temporal Transformers 2021-03-18	코드 1 · 코드 2 · 코드 3
Anatomy3D (T=81)	AUC 54 MPJPE 78.8 PCK 87.9	Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition 2020-02-24	코드 1
PoseGU	AUC 55.1 MPJPE 79.1 PCK 86.3	PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning 2022-07-07	연결 없음
Anatomy3D (T=243)	AUC 53.8 MPJPE 79.1 PCK 87.8	Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition 2020-02-24	코드 1
PoseTriplet	AUC 53.1 MPJPE 79.5 PCK 89.1	PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision 2022-03-29	코드 1
Trajectory Space Factorization (F=25)	AUC 51.4 MPJPE 79.8 PCK 83.6	Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation 2019-08-22	코드 1
MAED	MPJPE 83.6 PA-MPJPE 56.2	Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation 2021-09-06	코드 1
TAR (N=9)	MPJPE 85.9 PA-MPJPE 60.5 Acceleration Error 9.2	Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery 2023-11-16	연결 없음
HybrIK-Transformer (HrNet-48)	AUC 48.9 MPJPE 86.2 PCK 88.6	3D Human Pose and Shape Estimation via HybrIK-Transformer 2023-02-09	코드 1
IKOL	AUC 48.1 MPJPE 88.8 PCK 87.9	IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation 2023-02-02	코드 1
HybrIK (HRNet-W48)	AUC 47.3 MPJPE 91 PCK 87.1	HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery 2023-04-12	코드 1 · 코드 2
HybrIK	AUC 46.9 MPJPE 91.0 PCK 87.5	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
MargiPose (multi-crop)	AUC 47 MPJPE 91.3 PCK 85.4	3D Human Pose Estimation with 2D Marginal Heatmaps 2018-06-05	코드 1
RepNet (H36M)	AUC 54.8 MPJPE 92.5 PCK 81.8	RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation 2019-02-26	코드 1
Multi-view Temporal self-supervised	AUC 50.1 MPJPE 93.0 PCK 81.0	Learning Temporal 3D Human Pose Estimation with Pseudo-Labels 2021-10-14	코드 1 · 코드 2
DST-VIBE	MPJPE 93.4 PA-MPJPE 62.2 Acceleration Error 11.9	Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation 2021-10-22	연결 없음
GLoT	MPJPE 93.9 PA-MPJPE 61.5 Acceleration Error 7.9	Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation 2023-03-26	코드 1
TAPE (T=16)	MPJPE 94 PA-MPJPE 56.7 Acceleration Error 12.4	TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation 2023-04-29	코드 1
Self-Attentive	MPJPE 94.3 PA-MPJPE 60.7 PCK 90.1	Self-Attentive 3D Human Pose and Shape Estimation from Videos 2021-03-26	연결 없음
LMR	MPJPE 94.6 PA-MPJPE 62.4	Learning Local Recurrent Models for Human Mesh Recovery 2021-07-27	연결 없음
STR	MPJPE 95.3 PA-MPJPE 61.6 Acceleration Error 8.4	Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos 2022-10-07	연결 없음
TePose (T=6 3DPW)	MPJPE 96.2 PA-MPJPE 63.1 Acceleration Error 16.7	Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation 2022-07-25	코드 1
VIBE	MPJPE 96.6 PA-MPJPE 64.6 PCK 89.3	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)	MPJPE 96.7 PA-MPJPE 62.8 Acceleration Error 9.6	Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video 2022-03-16	연결 없음
SSP-Net	AUC 44.3 MPJPE 96.8 PCK 83.2	SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression 2020-09-04	연결 없음