3D on HO-3D v2

Metric: AUC_J (higher is better)

LeaderboardDataset

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Results

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#	Model↕	AUC_J▼	Augmentations	Paper	Date↕	Code
1	ExtPose (T=16)	0.863	No	-	-	-
2	WiLoR	0.851	No	WiLoR: End-to-end 3D Hand Localization and Recon...	2024-09-18	Code
3	Hamba	0.85	No	Hamba: Single-view 3D Hand Reconstruction with G...	2024-07-12	Code
4	HaMeR	0.846	No	Reconstructing Hands in 3D with Transformers	2023-12-08	Code
5	HandBooster	0.836	No	HandBooster: Boosting 3D Hand-Mesh Reconstructio...	2024-03-27	Code
6	AMVUR	0.835	No	A Probabilistic Attention Model with Occlusion-a...	2023-04-27	Code
7	H2ONet	0.829	No	-	-	Code
8	HandOccNet	0.819	No	HandOccNet: Occlusion-Robust 3D Hand Mesh Estima...	2022-03-28	-
9	I2UV-HandNet	0.804	No	I2UV-HandNet: Image-to-UV Prediction Network for...	2021-02-07	-
10	METRO	0.792	No	End-to-End Human Pose and Mesh Reconstruction wi...	2020-12-17	Code
11	Hampali et al.	0.788	No	HOnnotate: A method for 3D Annotation of Hand an...	2019-07-02	Code
12	KPT-Transformer	0.786	No	Keypoint Transformer: Solving Joint Identificati...	2021-04-29	Code
13	I2L-MeshNet	0.775	No	I2L-MeshNet: Image-to-Lixel Prediction Network f...	2020-08-09	Code
14	ArtiBoost	0.773	No	ArtiBoost: Boosting Articulated 3D Hand-Object P...	2021-09-12	Code
15	S2Hand	0.773	No	Model-based 3D Hand Reconstruction via Self-Supe...	2021-03-22	Code
16	Pose2Mesh	0.754	No	Pose2Mesh: Graph Convolutional Network for 3D Hu...	2020-08-20	Code

#1ExtPose (T=16)
0.863
AUC_J
No paper
#2WiLoRSOTA
0.851
AUC_J· 2024-09-18
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Code
#3HambaSOTA
0.85
AUC_J· 2024-07-12
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba Code
#4HaMeRSOTA
0.846
AUC_J· 2023-12-08
Reconstructing Hands in 3D with Transformers Code
#5HandBooster
0.836
AUC_J· 2024-03-27
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Code
#6AMVURSOTA
0.835
AUC_J· 2023-04-27
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image Code
#7H2ONet
0.829
AUC_J
No paperCode
#8HandOccNetSOTA
0.819
AUC_J· 2022-03-28
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
#9I2UV-HandNetSOTA
0.804
AUC_J· 2021-02-07
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling
#10METROSOTA
0.792
AUC_J· 2020-12-17
End-to-End Human Pose and Mesh Reconstruction with Transformers Code
#11Hampali et al.SOTA
0.788
AUC_J· 2019-07-02
HOnnotate: A method for 3D Annotation of Hand and Object Poses Code
#12KPT-Transformer
0.786
AUC_J· 2021-04-29
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation Code
#13I2L-MeshNet
0.775
AUC_J· 2020-08-09
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Code
#14ArtiBoost
0.773
AUC_J· 2021-09-12
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis Code
#15S2Hand
0.773
AUC_J· 2021-03-22
Model-based 3D Hand Reconstruction via Self-Supervised Learning Code
#16Pose2Mesh
0.754
AUC_J· 2020-08-20
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Code