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
TCPFormer (T=81)	AUC 87.7 MPJPE 15 PCK 99.0	TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation 2025-01-03	코드 1
MotionAGFormer-L (T=81)	AUC 85.3 MPJPE 16.2 PCK 98.2	MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network 2023-10-25	코드 1
KTPFormer	AUC 85.9 MPJPE 16.7 PCK 98.9	KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation 2024-03-31	코드 1
MotionAGFormer-S (T=81)	AUC 84.5 MPJPE 17.1 PCK 98.3	MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network 2023-10-25	코드 1
TCPFormer (T=27)	AUC 86.5 MPJPE 17.8 PCK 98.7	TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation 2025-01-03	코드 1
MotionAGFormer-B (T=81)	AUC 84.2 MPJPE 18.2 PCK 98.3	MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network 2023-10-25	코드 1
MotionAGFormer-XS (T=27)	AUC 83.5 MPJPE 19.2 PCK 98.2	MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network 2023-10-25	코드 1
STCFormer (T=81)	AUC 83.9 MPJPE 23.1 PCK 98.7	3D Human Pose Estimation With Spatio-Temporal Criss-Cross Attention 2023-01-01	코드 1
GLA-GCN (T=81)	AUC 79.12 MPJPE 27.76 PCK 98.53	GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video 2023-07-12	코드 1
PoseFormerV2 (T=81)	AUC 78.8 MPJPE 27.8 PCK 97.9	PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation 2023-03-30	코드 1 · 코드 2
Fusionformer (f=9)	AUC 70 MPJPE 28.2 PCK 97.9	(Fusionformer):Exploiting the Joint Motion Synergy with Fusion Network Based On Transformer for 3D Human Pose Estimation 2022-10-08	연결 없음
HSTFormer (T=81)	AUC 78.6 MPJPE 28.3 PCK 98	HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation 2023-01-18	연결 없음
DiffPose	AUC 75.9 MPJPE 29.1 PCK 98	DiffPose: Toward More Reliable 3D Pose Estimation 2022-11-30	코드 1
D3DP (N=243, H=20, K=20, J-Agg)	AUC 78.2 MPJPE 29.7 PCK 97.7	Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation 2023-03-21	코드 1
P-STMO (N=81)	AUC 75.8 MPJPE 32.2 PCK 97.9	P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation 2022-03-15	코드 1
LMT R152 384x384	AUC 77.09 MPJPE 33.7 PCK 99.37	Learnable human mesh triangulation for 3D human pose and shape estimation 2022-08-24	연결 없음
RTPCA	AUC 74.2 MPJPE 40.5 PCK 98.8	Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation 2023-09-04	코드 1
U-CondDGConv	AUC 69.5 MPJPE 42.5 PCK 97.9	Conditional Directed Graph Convolution for 3D Human Pose Estimation 2021-07-16	코드 1
(R50-224) LMT	AUC 71.57 MPJPE 45.87 PCK 96.59	Learnable human mesh triangulation for 3D human pose and shape estimation 2022-08-24	연결 없음
Ray3D (T=9 CPN H36M+HEva+3DHP)	MPJPE 46.6	Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization 2022-03-22	코드 1
ConvFormer	AUC 69.8 MPJPE 53.6 PCK 96.4	ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention 2023-04-04	코드 1
MixSTE (T=27)	AUC 66.5 MPJPE 54.9 PCK 94.4	MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video 2022-03-02	코드 1
ZeDO (S=50)	AUC 65.6 MPJPE 55.2 PCK 93	Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation 2023-07-07	코드 1
MixSTE (T=1)	AUC 63.8 MPJPE 57.9 PCK 94.2	MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video 2022-03-02	코드 1
MHFormer	AUC 63.3 MPJPE 58 PCK 93.8	MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation 2021-11-24	코드 1
PoseDA	AUC 62.5 MPJPE 61.3 PCK 92.1	Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation 2023-03-29	코드 1
PLIKS (HR48)	3DPCK 93.9 AUC 54.1 MPJPE 67.6	PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation 2022-11-21	코드 1
UGCN	AUC 62.1 MPJPE 68.1 PCK 86.9	Motion Guided 3D Pose Estimation from Videos 2020-04-29	코드 1
PoseAug (+Extra2D)	AUC 57.9 MPJPE 71.1 PCK 89.2	PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06	코드 1
ARTS (Resnet50 L=16)	MPJPE 71.8 PA-MPJPE 53 Acceleration Error 7.4	ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos 2024-10-21	코드 1 · 코드 2