3D on HO-3D v2

Metric: AUC_V (higher is better)

LeaderboardDataset

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Results

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#	Model↕	AUC_V▼	Augmentations	Paper	Date↕	Code
1	ExtPose (T=16)	0.856	No	-	-	-
2	Hamba	0.846	No	Hamba: Single-view 3D Hand Reconstruction with G...	2024-07-12	Code
3	WiLoR	0.846	No	WiLoR: End-to-end 3D Hand Localization and Recon...	2024-09-18	Code
4	HaMeR	0.841	No	Reconstructing Hands in 3D with Transformers	2023-12-08	Code
5	AMVUR	0.836	No	A Probabilistic Attention Model with Occlusion-a...	2023-04-27	Code
6	HandBooster	0.832	No	HandBooster: Boosting 3D Hand-Mesh Reconstructio...	2024-03-27	Code
7	H2ONet	0.828	No	-	-	Code
8	HandOccNet	0.819	No	HandOccNet: Occlusion-Robust 3D Hand Mesh Estima...	2022-03-28	-
9	I2UV-HandNet	0.799	No	I2UV-HandNet: Image-to-UV Prediction Network for...	2021-02-07	-
10	Hampali et al.	0.79	No	HOnnotate: A method for 3D Annotation of Hand an...	2019-07-02	Code
11	ArtiBoost	0.782	No	ArtiBoost: Boosting Articulated 3D Hand-Object P...	2021-09-12	Code
12	METRO	0.779	No	End-to-End Human Pose and Mesh Reconstruction wi...	2020-12-17	Code
13	S2Hand	0.777	No	Model-based 3D Hand Reconstruction via Self-Supe...	2021-03-22	Code
14	Pose2Mesh	0.749	No	Pose2Mesh: Graph Convolutional Network for 3D Hu...	2020-08-20	Code
15	I2L-MeshNet	0.722	No	I2L-MeshNet: Image-to-Lixel Prediction Network f...	2020-08-09	Code

#1ExtPose (T=16)
0.856
AUC_V
No paper
#2HambaSOTA
0.846
AUC_V· 2024-07-12
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba Code
#3WiLoR
0.846
AUC_V· 2024-09-18
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Code
#4HaMeRSOTA
0.841
AUC_V· 2023-12-08
Reconstructing Hands in 3D with Transformers Code
#5AMVURSOTA
0.836
AUC_V· 2023-04-27
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image Code
#6HandBooster
0.832
AUC_V· 2024-03-27
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Code
#7H2ONet
0.828
AUC_V
No paperCode
#8HandOccNetSOTA
0.819
AUC_V· 2022-03-28
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
#9I2UV-HandNetSOTA
0.799
AUC_V· 2021-02-07
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling
#10Hampali et al.SOTA
0.79
AUC_V· 2019-07-02
HOnnotate: A method for 3D Annotation of Hand and Object Poses Code
#11ArtiBoost
0.782
AUC_V· 2021-09-12
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis Code
#12METRO
0.779
AUC_V· 2020-12-17
End-to-End Human Pose and Mesh Reconstruction with Transformers Code
#13S2Hand
0.777
AUC_V· 2021-03-22
Model-based 3D Hand Reconstruction via Self-Supervised Learning Code
#14Pose2Mesh
0.749
AUC_V· 2020-08-20
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Code
#15I2L-MeshNet
0.722
AUC_V· 2020-08-09
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Code