3D Hand Pose Estimation On Hint Hand

Results

Performance results of various models on this benchmark

Model Name	[email protected] (Ego4D) All	[email protected] (Ego4D) Occ	[email protected] (Ego4D) Visible	[email protected] (New Days) All	[email protected] (NewDays) Occ	[email protected] (NewDays) Visible	[email protected] (VISOR) All	[email protected] (VISOR) Occ	[email protected] (VISOR) Visible	Paper Title	Repository
HaMeR	38.9	23.0	52.0	48.0	27.2	60.8	43.0	25.9	56.6	Reconstructing Hands in 3D with Transformers	-
METRO	13.2	8.1	15.8	14.7	7.0	19.2	16.8	10.2	19.7	End-to-End Human Pose and Mesh Reconstruction with Transformers	-
Hamba	-	-	-	48.7	28.2	61.2	47.2	29.9	61.4	Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba	-
MaskHand	46.4	29.4	59.3	48.7	29.4	61.0	46.1	31.4	62.1	MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild	-
MeshGraphormer	14.6	8.3	18.4	16.8	7.9	22.3	19.1	10.9	23.6	Mesh Graphormer	-
HandOccNet (param)	7.7	8.0	7.3	9.1	7.2	10.2	8.1	7.4	8.5	HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network	-
FrankMocap	13.1	8.4	16.3	16.1	9.2	20.1	16.8	11.0	20.4	FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration	-
HandOccNet (no param)	10.9	9.6	11.2	13.7	9.8	15.7	12.4	9.9	13.1	HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network	-

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