3D on HO-3D v2

Metric: F@5mm (higher is better)

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#	Model↕	F@5mm▼	Augmentations	Paper	Date↕	Code
1	ExtPose (T=16)	0.667	No	-	-	-
2	Hamba	0.648	No	Hamba: Single-view 3D Hand Reconstruction with G...	2024-07-12	Code
3	WiLoR	0.646	No	WiLoR: End-to-end 3D Hand Localization and Recon...	2024-09-18	Code
4	HaMeR	0.635	No	Reconstructing Hands in 3D with Transformers	2023-12-08	Code
5	AMVUR	0.608	No	A Probabilistic Attention Model with Occlusion-a...	2023-04-27	Code
6	HandBooster	0.585	No	HandBooster: Boosting 3D Hand-Mesh Reconstructio...	2024-03-27	Code
7	HFL-Net	0.575	No	-	-	Code
8	H2ONet	0.57	No	-	-	Code
9	HandOccNet	0.564	No	HandOccNet: Occlusion-Robust 3D Hand Mesh Estima...	2022-03-28	-
10	MobRecon	0.538	No	MobRecon: Mobile-Friendly Hand Mesh Reconstructi...	2021-12-06	Code
11	Hampali et al.	0.506	No	HOnnotate: A method for 3D Annotation of Hand an...	2019-07-02	Code
12	I2UV-HandNet	0.5	No	I2UV-HandNet: Image-to-UV Prediction Network for...	2021-02-07	-
13	ArtiBoost	0.488	No	ArtiBoost: Boosting Articulated 3D Hand-Object P...	2021-09-12	Code
14	Tse et al.	0.485	No	Collaborative Learning for Hand and Object Recon...	2022-04-27	-
15	METRO	0.484	No	End-to-End Human Pose and Mesh Reconstruction wi...	2020-12-17	Code
16	S2Hand	0.45	No	Model-based 3D Hand Reconstruction via Self-Supe...	2021-03-22	Code
17	Pose2Mesh	0.441	No	Pose2Mesh: Graph Convolutional Network for 3D Hu...	2020-08-20	Code
18	I2L-MeshNet	0.409	No	I2L-MeshNet: Image-to-Lixel Prediction Network f...	2020-08-09	Code

#1ExtPose (T=16)
0.667
F@5mm
No paper
#2HambaSOTA
0.648
F@5mm· 2024-07-12
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba Code
#3WiLoR
0.646
F@5mm· 2024-09-18
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Code
#4HaMeRSOTA
0.635
F@5mm· 2023-12-08
Reconstructing Hands in 3D with Transformers Code
#5AMVURSOTA
0.608
F@5mm· 2023-04-27
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image Code
#6HandBooster
0.585
F@5mm· 2024-03-27
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Code
#7HFL-Net
0.575
F@5mm
No paperCode
#8H2ONet
0.57
F@5mm
No paperCode
#9HandOccNetSOTA
0.564
F@5mm· 2022-03-28
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network
#10MobReconSOTA
0.538
F@5mm· 2021-12-06
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image Code
#11Hampali et al.SOTA
0.506
F@5mm· 2019-07-02
HOnnotate: A method for 3D Annotation of Hand and Object Poses Code
#12I2UV-HandNet
0.5
F@5mm· 2021-02-07
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling
#13ArtiBoost
0.488
F@5mm· 2021-09-12
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis Code
#14Tse et al.
0.485
F@5mm· 2022-04-27
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
#15METRO
0.484
F@5mm· 2020-12-17
End-to-End Human Pose and Mesh Reconstruction with Transformers Code
#16S2Hand
0.45
F@5mm· 2021-03-22
Model-based 3D Hand Reconstruction via Self-Supervised Learning Code
#17Pose2Mesh
0.441
F@5mm· 2020-08-20
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Code
#18I2L-MeshNet
0.409
F@5mm· 2020-08-09
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Code