Papers with Code · CC BY-SA 4.0

FreiHAND

아카이브 평가 33건 · 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
ExtPose	PA-MPVPE 5.1 PA-MPJPE 4.9 PA-F@5mm 0.823 PA-F@15mm 0.993	ExtPose: Robust and Coherent Pose Estimation by Extending ViTs 2025-06-18	연결 없음
HandOS	PA-MPVPE 5.3 PA-MPJPE 5.0 PA-F@5mm 0.812 PA-F@15mm 0.991	HandOS: 3D Hand Reconstruction in One Stage 2024-12-02	연결 없음
WiLoR	PA-MPVPE 5.1 PA-MPJPE 5.5 PA-F@5mm 0.825 PA-F@15mm 0.993	WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild 2024-09-18	코드 1
MaskHand	PA-MPVPE 5.4 PA-MPJPE 5.5 PA-F@5mm 0.801 PA-F@15mm 0.991	MMHMR: Generative Masked Modeling for Hand Mesh Recovery 2024-12-18	연결 없음
Hamba	PA-MPVPE 5.3 PA-MPJPE 5.7 PA-F@5mm 0.806 PA-F@15mm 0.992	Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba 2024-07-12	코드 1
MobRecon	PA-MPVPE 5.8 PA-MPJPE 5.7 PA-F@5mm 0.784 PA-F@15mm 0.986	MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image 2021-12-06	코드 1
Zhou et al.	PA-MPVPE 6.0 PA-MPJPE 5.7 PA-F@5mm 0.772 PA-F@15mm 0.986	A Simple Baseline for Efficient Hand Mesh Reconstruction 2024-03-04	코드 1
HHMR	PA-MPVPE 5.8 PA-MPJPE 5.8	HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models 2024-06-03	연결 없음
MeshGraphormer	PA-MPVPE 6.0 PA-MPJPE 5.9 PA-F@5mm 0.764 PA-F@15mm 0.986	Mesh Graphormer 2021-04-01	코드 1 · 코드 2 · 코드 3
HaMeR	PA-MPVPE 5.7 PA-MPJPE 6.0 PA-F@5mm 0.785 PA-F@15mm 0.990	Reconstructing Hands in 3D with Transformers 2023-12-08	코드 1
PointHMR	PA-MPVPE 6.6 PA-MPJPE 6.1 PA-F@5mm 0.720 PA-F@15mm 0.984	Sampling is Matter: Point-guided 3D Human Mesh Reconstruction 2023-04-19	코드 1
AMVUR	PA-MPVPE 6.1 PA-MPJPE 6.2 PA-F@5mm 0.767 PA-F@15mm 0.987	A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image 2023-04-27	코드 1
Deformer	PA-MPVPE 6.4 PA-MPJPE 6.2 PA-F@5mm 0.743 PA-F@15mm 0.984	Deformable Mesh Transformer for 3D Human Mesh Recovery 2023-01-01	코드 1
SAR	PA-MPVPE 6.5 PA-MPJPE 6.3 PA-F@5mm 0.724 PA-F@15mm 0.981	연결 없음 논문 날짜 미기재	연결 없음
METRO	PA-MPVPE 6.3 PA-MPJPE 6.5 PA-F@5mm 0.731 PA-F@15mm 0.984	End-to-End Human Pose and Mesh Reconstruction with Transformers 2020-12-17	코드 1
FastMETRO	PA-MPVPE 7.1 PA-MPJPE 6.5 PA-F@5mm 0.687 PA-F@15mm 0.983	Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers 2022-07-27	코드 1
FastViT-MA36	PA-MPVPE 6.7 PA-MPJPE 6.6 PA-F@5mm 0.722 PA-F@15mm 0.981	FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization 2023-03-24	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
PeCLR	PA-MPJPE 6.6	PeCLR: Self-Supervised 3D Hand Pose Estimation from monocular RGB via Equivariant Contrastive Learning 2021-06-10	코드 1 · 코드 2
Tang et al.	PA-MPVPE 6.7 PA-MPJPE 6.7 PA-F@5mm 0.724 PA-F@15mm 0.981	Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction 2021-09-03	연결 없음
I2UV-HandNet	PA-MPVPE 6.9 PA-MPJPE 6.7 PA-F@5mm 0.707 PA-F@15mm 0.977	I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling 2021-02-07	연결 없음
CMR	PA-MPVPE 7.0 PA-MPJPE 6.9 PA-F@5mm 0.715 PA-F@15mm 0.977	Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration 2021-03-04	코드 1
HIU-DMTL	PA-MPVPE 7.3 PA-MPJPE 7.1 PA-F@5mm 0.699 PA-F@15mm 0.974	Hand Image Understanding via Deep Multi-Task Learning 2021-07-24	코드 1
I2L-MeshNet	PA-MPVPE 7.6 PA-MPJPE 7.4 PA-F@5mm 0.681 PA-F@15mm 0.973	I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image 2020-08-09	코드 1
Hand4Whole	PA-MPVPE 7.7 PA-MPJPE 7.7 PA-F@5mm 0.664 PA-F@15mm 0.971	Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation 2020-11-23	코드 1
Pose2Mesh	PA-MPVPE 7.8 PA-MPJPE 7.7 PA-F@5mm 0.674 PA-F@15mm 0.969	Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose 2020-08-20	코드 1 · 코드 2
YoutubeHand	PA-MPVPE 8.6 PA-MPJPE 8.4 PA-F@5mm 0.614 PA-F@15mm 0.966	Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild 2020-04-04	코드 1 · 코드 2 · 코드 3 · 코드 4
MANO CNN	PA-MPVPE 10.9 PA-MPJPE 11.0 PA-F@5mm 0.516 PA-F@15mm 0.934	FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images 2019-09-10	연결 없음
PIXIE hand expert	PA-MPVPE 12.1 PA-MPJPE 12 PA-F@5mm 0.468 PA-F@15mm 0.919	Collaborative Regression of Expressive Bodies using Moderation 2021-05-11	코드 1
ExPose (hand sub-network h)	PA-MPVPE 11.8 PA-MPJPE 12.2 PA-F@5mm 0.484 PA-F@15mm 0.918	Monocular Expressive Body Regression through Body-Driven Attention 2020-08-20	코드 1
DetNet	PA-MPJPE 15.7	Monocular Real-time Full Body Capture with Inter-part Correlations 2020-12-11	연결 없음