← 3D Human Pose Estimation
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.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| StridedTransformer (T=351) |
|
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 2021-03-26 |
코드 1 |
| StridedTransformer (T=243) |
|
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 2021-03-26 |
코드 1 |
| Anatomy3D |
|
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition 2020-02-24 |
코드 1 |
| P-STMO-S (N=81) |
|
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation 2022-03-15 |
코드 1 |
| PoseFormer (f=81) |
|
3D Human Pose Estimation with Spatial and Temporal Transformers 2021-03-18 |
코드 1 · 코드 2 · 코드 3 |
| RIE (T=243 CPN) |
|
Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation 2021-07-29 |
코드 1 |
| Probabilistic Monocular (T=200) |
|
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows 2021-07-29 |
코드 1 |
| Shape-aware SMPL |
|
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images 2019-08-26 |
연결 없음 |
| TesseTrack (Monocular) |
|
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking 2021-06-16 |
연결 없음 |
| SRNet (T=243) |
|
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach 2020-07-18 |
코드 1 |
| Attention (T=243 CPN) |
|
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions 2021-03-04 |
연결 없음 |
| Virtual Bones (T=243 CPN) |
|
Motion Projection Consistency Based 3D Human Pose Estimation with Virtual Bones from Monocular Videos 2021-06-28 |
연결 없음 |
| Pose Consensus (multi-view, est. calib.) |
|
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates 2019-11-21 |
코드 1 |
| HEMlets Pose |
|
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation 2019-10-26 |
연결 없음 |
| Attention3DHumanPose (T=243 CPN) |
|
Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction 2020-06-01 |
코드 1 |
| StridedTransformer (T=81) |
|
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 2021-03-26 |
코드 1 |
| DC-GCT(T=1) |
|
Double-chain Constraints for 3D Human Pose Estimation in Images and Videos 2023-08-10 |
코드 1 |
| Trajectory Space Factorization (50 frames) |
|
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation 2019-08-22 |
코드 1 |
| VideoPose3D (T=243) |
|
3D human pose estimation in video with temporal convolutions and semi-supervised training 2018-11-28 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 |
| StridedTransformer (T=27) |
|
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 2021-03-26 |
코드 1 |
| Virtual Bones (T=9 CPN) |
|
Motion Projection Consistency Based 3D Human Pose Estimation with Virtual Bones from Monocular Videos 2021-06-28 |
연결 없음 |
| Skeletal GNN |
|
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation 2021-08-16 |
연결 없음 |
| GraphMLP |
|
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation 2022-06-13 |
코드 1 |
| STRGCN (T=7) |
|
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks 2019-10-01 |
코드 1 |
| STRGCN (T=3) |
|
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks 2019-10-01 |
코드 1 |
| DiffPyramid (CPN) |
|
Learning Pyramid-structured Long-range Dependencies for 3D Human Pose Estimation 2025-06-03 |
코드 1 |
| Dual network |
|
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video 2022-05-02 |
코드 1 |
| Modulated-GCN |
|
Modulated Graph Convolutional Network for 3D Human Pose Estimation 2021-01-01 |
코드 1 |
| MTF-Transformer (M=0.4, T=7, N=1) |
|
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation 2021-10-11 |
연결 없음 |
| PGFormer (CPN) |
|
Learning Pyramid-structured Long-range Dependencies for 3D Human Pose Estimation 2025-06-03 |
코드 1 |