← 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 |
|---|---|---|---|
| LMT R152 384x384 |
|
Learnable human mesh triangulation for 3D human pose and shape estimation 2022-08-24 |
연결 없음 |
| Geometry-Biased Transformer (HRNet) |
|
Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction 2023-12-28 |
연결 없음 |
| Epipolar Transformer+R50 256×256+RPSM |
|
Epipolar Transformers 2020-05-10 |
코드 1 |
| MTF-Transformer (M=0.4, T=7) |
|
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation 2021-10-11 |
연결 없음 |
| Generalizable Human Pose Triangulation |
|
Generalizable Human Pose Triangulation 2021-10-01 |
연결 없음 |
| MTF-Transformer (M=0.4, T=1) |
|
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation 2021-10-11 |
연결 없음 |
| SmartEdgeSensor |
|
Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors 2021-06-28 |
코드 1 |
| LWCDR |
|
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation 2020-04-05 |
연결 없음 |
| LMT R50 224x224 |
|
Learnable human mesh triangulation for 3D human pose and shape estimation 2022-08-24 |
연결 없음 |
| FLEX |
|
FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction 2021-05-05 |
코드 1 |
| Fusion-RPSM (t=10) |
|
Cross View Fusion for 3D Human Pose Estimation 2019-09-03 |
코드 1 |
| KTPFormer (T=243) |
|
KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation 2024-03-31 |
코드 1 |
| DiffPhy (W=480) |
|
Differentiable Dynamics for Articulated 3d Human Motion Reconstruction 2022-05-24 |
연결 없음 |
| PoseRN |
|
PoseRN: A 2D pose refinement network for bias-free multi-view 3D human pose estimation 2021-07-07 |
연결 없음 |
| SoloPose |
|
SoloPose: One-Shot Kinematic 3D Human Pose Estimation with Video Data Augmentation 2023-12-15 |
코드 1 |
| Pose Consensus (multi-view, GT calib.) |
|
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates 2019-11-21 |
코드 1 |
| MixSTE (HRNet, T=243) |
|
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video 2022-03-02 |
코드 1 |
| Spatio-Temporal Network (T=128) |
|
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training 2020-04-07 |
연결 없음 |
| IVT (f=5) |
|
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation 2022-08-06 |
연결 없음 |
| GnTCN |
|
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos 2020-12-22 |
코드 1 |
| MixSTE (CPN, T=243) |
|
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video 2022-03-02 |
코드 1 |
| U-CondDGConv |
|
Conditional Directed Graph Convolution for 3D Human Pose Estimation 2021-07-16 |
코드 1 |
| P-STMO (N=243) |
|
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation 2022-03-15 |
코드 1 |
| MixSTE (CPN, T=81) |
|
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video 2022-03-02 |
코드 1 |
| UGCN (HR-Net) |
|
Motion Guided 3D Pose Estimation from Videos 2020-04-29 |
코드 1 |
| Occlusion-Aware Networks |
|
Occlusion-Aware Networks for 3D Human Pose Estimation in Video 2019-10-01 |
연결 없음 |
| MHFormer |
|
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation 2021-11-24 |
코드 1 |
| ConvFormer (T=243, CPN) |
|
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention 2023-04-04 |
코드 1 |
| ContextPose |
|
Context Modeling in 3D Human Pose Estimation: A Unified Perspective 2021-03-29 |
코드 1 |
| CrossFormer (T=81) |
|
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation 2022-03-24 |
코드 1 |