3D Hand Pose Estimation on HO-3D v2

Metric: PA-MPVPE (higher is better)

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#	Model↕	PA-MPVPE▼	Extra Data	Paper	Date↕	Code
1	I2L-MeshNet	13.9	No	I2L-MeshNet: Image-to-Lixel Prediction Network f...	2020-08-09	Code
2	Pose2Mesh	12.7	No	Pose2Mesh: Graph Convolutional Network for 3D Hu...	2020-08-20	Code
3	S2Hand	11.2	No	Model-based 3D Hand Reconstruction via Self-Supe...	2021-03-22	Code
4	METRO	11.1	No	End-to-End Human Pose and Mesh Reconstruction wi...	2020-12-17	Code
5	ArtiBoost	10.9	No	ArtiBoost: Boosting Articulated 3D Hand-Object P...	2021-09-12	Code
6	Tse et al.	10.9	No	Collaborative Learning for Hand and Object Recon...	2022-04-27	-
7	Hampali et al.	10.6	No	HOnnotate: A method for 3D Annotation of Hand an...	2019-07-02	Code
8	I2UV-HandNet	10.1	No	I2UV-HandNet: Image-to-UV Prediction Network for...	2021-02-07	-
9	MobRecon	9.4	No	MobRecon: Mobile-Friendly Hand Mesh Reconstructi...	2021-12-06	Code
10	HandOccNet	8.8	No	HandOccNet: Occlusion-Robust 3D Hand Mesh Estima...	2022-03-28	-
11	HFL-Net	8.7	No	-	-	Code
12	H2ONet	8.6	No	-	-	Code
13	HandBooster	8.4	No	HandBooster: Boosting 3D Hand-Mesh Reconstructio...	2024-03-27	Code
14	AMVUR	8.2	No	A Probabilistic Attention Model with Occlusion-a...	2023-04-27	Code
15	HaMeR	7.9	No	Reconstructing Hands in 3D with Transformers	2023-12-08	Code
16	Hamba	7.7	No	Hamba: Single-view 3D Hand Reconstruction with G...	2024-07-12	Code
17	WiLoR	7.7	No	WiLoR: End-to-end 3D Hand Localization and Recon...	2024-09-18	Code
18	ExtPose (T=16)	7.3	No	-	-	-

#1I2L-MeshNetSOTA
13.9
PA-MPVPE· 2020-08-09
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Code
#2Pose2Mesh
12.7
PA-MPVPE· 2020-08-20
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Code
#3S2Hand
11.2
PA-MPVPE· 2021-03-22
Model-based 3D Hand Reconstruction via Self-Supervised Learning Code
#4METRO
11.1
PA-MPVPE· 2020-12-17
End-to-End Human Pose and Mesh Reconstruction with Transformers Code
#5ArtiBoost
10.9
PA-MPVPE· 2021-09-12
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis Code
#6Tse et al.
10.9
PA-MPVPE· 2022-04-27
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
#7Hampali et al.SOTA
10.6
PA-MPVPE· 2019-07-02
HOnnotate: A method for 3D Annotation of Hand and Object Poses Code
#8I2UV-HandNet
10.1
PA-MPVPE· 2021-02-07
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling
#9MobRecon
9.4
PA-MPVPE· 2021-12-06
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image Code
#10HandOccNet
8.8
PA-MPVPE· 2022-03-28
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
#11HFL-Net
8.7
PA-MPVPE
No paperCode
#12H2ONet
8.6
PA-MPVPE
No paperCode
#13HandBooster
8.4
PA-MPVPE· 2024-03-27
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Code
#14AMVUR
8.2
PA-MPVPE· 2023-04-27
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image Code
#15HaMeR
7.9
PA-MPVPE· 2023-12-08
Reconstructing Hands in 3D with Transformers Code
#16Hamba
7.7
PA-MPVPE· 2024-07-12
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba Code
#17WiLoR
7.7
PA-MPVPE· 2024-09-18
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Code
#18ExtPose (T=16)
7.3
PA-MPVPE
No paper