Papers with Code · CC BY-SA 4.0

HO-3D v2

아카이브 평가 24건 · 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 (T=16)	PA-MPJPE (mm) 6.9 F@5mm 0.667 F@15mm 0.991 AUC_J 0.863 AUC_V 0.856 PA-MPVPE 7.3	ExtPose: Robust and Coherent Pose Estimation by Extending ViTs 2025-06-18	연결 없음
Hamba	PA-MPJPE (mm) 7.5 F@5mm 0.648 F@15mm 0.982 AUC_J 0.850 AUC_V 0.846 PA-MPVPE 7.7	Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba 2024-07-12	코드 1
WiLoR	PA-MPJPE (mm) 7.5 F@5mm 0.646 F@15mm 0.983 AUC_J 0.851 AUC_V 0.846 PA-MPVPE 7.7	WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild 2024-09-18	코드 1
HaMeR	PA-MPJPE (mm) 7.7 F@5mm 0.635 F@15mm 0.980 AUC_J 0.846 AUC_V 0.841 PA-MPVPE 7.9	Reconstructing Hands in 3D with Transformers 2023-12-08	코드 1
HandBooster	PA-MPJPE (mm) 8.2 F@5mm 0.585 F@15mm 0.972 AUC_J 0.836 AUC_V 0.832 PA-MPVPE 8.4	HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions 2024-03-27	코드 1
AMVUR	PA-MPJPE (mm) 8.3 F@5mm 0.608 F@15mm 0.965 AUC_J 0.835 AUC_V 0.836 PA-MPVPE 8.2	A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image 2023-04-27	코드 1
H2ONet	PA-MPJPE (mm) 8.5 F@5mm 0.570 F@15mm 0.966 AUC_J 0.829 AUC_V 0.828 PA-MPVPE 8.6	H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh Reconstruction 2023-01-01	코드 1
SemGCN	PA-MPJPE (mm) 8.8	3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario 2024-03-04	연결 없음
HFL-Net	PA-MPJPE (mm) 8.9 F@5mm 0.575 F@15mm 0.965 PA-MPVPE 8.7	Harmonious Feature Learning for Interactive Hand-Object Pose Estimation 2023-01-01	코드 1
HandOccNet	PA-MPJPE (mm) 9.1 F@5mm 0.564 F@15mm 0.963 AUC_J 0.819 AUC_V 0.819 PA-MPVPE 8.8	HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 2022-03-28	연결 없음
MobRecon	PA-MPJPE (mm) 9.2 F@5mm 0.538 F@15mm 0.957 PA-MPVPE 9.4	MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image 2021-12-06	코드 1
HOISDF	PA-MPJPE (mm) 9.2	HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields 2024-02-26	코드 1
I2UV-HandNet	PA-MPJPE (mm) 9.9 F@5mm 0.500 F@15mm 0.943 AUC_J 0.804 AUC_V 0.799 PA-MPVPE 10.1	I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling 2021-02-07	연결 없음
DMA	PA-MPJPE (mm) 10.1	Interacting Hand-Object Pose Estimation via Dense Mutual Attention 2022-11-16	코드 1
SHO	PA-MPJPE (mm) 10.1	Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time 2021-06-09	코드 1
METRO	PA-MPJPE (mm) 10.4 F@5mm 0.484 F@15mm 0.946 AUC_J 0.792 AUC_V 0.779 PA-MPVPE 11.1	End-to-End Human Pose and Mesh Reconstruction with Transformers 2020-12-17	코드 1
Hampali et al.	PA-MPJPE (mm) 10.7 F@5mm 0.506 F@15mm 0.942 AUC_J 0.788 AUC_V 0.790 PA-MPVPE 10.6	HOnnotate: A method for 3D Annotation of Hand and Object Poses 2019-07-02	코드 1 · 코드 2 · 코드 3 · 코드 4
KPT-Transformer	PA-MPJPE (mm) 10.8 AUC_J 0.786	Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation 2021-04-29	코드 1
I2L-MeshNet	PA-MPJPE (mm) 11.2 F@5mm 0.409 F@15mm 0.932 AUC_J 0.775 AUC_V 0.722 PA-MPVPE 13.9	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
ArtiBoost	PA-MPJPE (mm) 11.4 F@5mm 0.488 F@15mm 0.944 AUC_J 0.773 AUC_V 0.782 PA-MPVPE 10.9	ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis 2021-09-12	코드 1 · 코드 2
S2Hand	PA-MPJPE (mm) 11.4 F@5mm 0.450 F@15mm 0.930 AUC_J 0.773 AUC_V 0.777 PA-MPVPE 11.2	Model-based 3D Hand Reconstruction via Self-Supervised Learning 2021-03-22	코드 1
HOR	PA-MPJPE (mm) 12.0	Towards unconstrained joint hand-object reconstruction from RGB videos 2021-08-16	코드 1
Pose2Mesh	PA-MPJPE (mm) 12.5 F@5mm 0.441 F@15mm 0.909 AUC_J 0.754 AUC_V 0.749 PA-MPVPE 12.7	Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose 2020-08-20	코드 1 · 코드 2
Tse et al.	F@5mm 0.485 F@15mm 0.943 PA-MPVPE 10.9	Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution 2022-04-27	연결 없음