Hand Object Pose On Dexycb

Metrics

ADD-S

Average MPJPE (mm)

MCE

OCE

Procrustes-Aligned MPJPE

Results

Performance results of various models on this benchmark

						Paper Title
HFL-Net	31.9	11.9	45.7	39.8	5.81	Harmonious Feature Learning for Interactive Hand-Object Pose Estimation
DMA	15.9	12.7	32.6	27.3	6.86	Interacting Hand-Object Pose Estimation via Dense Mutual Attention
HOISDF	13.3	10.1	27.4	18.4	5.31	HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
gSDF	-	14.4	-	19.1	-	gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction
AlignSDF	-	19.0	-	19.1	-	AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction
UHO	-	18.8	52.5	-	-	Towards unconstrained joint hand-object reconstruction from RGB videos
HMO	-	17.6	-	-	-	Learning joint reconstruction of hands and manipulated objects
CLAGC	-	15.3	-	-	-	Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
ArtiBoost	-	12.8	-	-	-	ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis

0 of 9 row(s) selected.

Hand Object Pose On Dexycb

Metrics

ADD-S

Average MPJPE (mm)

MCE

OCE

Procrustes-Aligned MPJPE

Results

Performance results of various models on this benchmark

						Paper Title
HFL-Net	31.9	11.9	45.7	39.8	5.81	Harmonious Feature Learning for Interactive Hand-Object Pose Estimation
DMA	15.9	12.7	32.6	27.3	6.86	Interacting Hand-Object Pose Estimation via Dense Mutual Attention
HOISDF	13.3	10.1	27.4	18.4	5.31	HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
gSDF	-	14.4	-	19.1	-	gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction
AlignSDF	-	19.0	-	19.1	-	AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction
UHO	-	18.8	52.5	-	-	Towards unconstrained joint hand-object reconstruction from RGB videos
HMO	-	17.6	-	-	-	Learning joint reconstruction of hands and manipulated objects
CLAGC	-	15.3	-	-	-	Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
ArtiBoost	-	12.8	-	-	-	ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis

0 of 9 row(s) selected.

Hand Object Pose On Dexycb | SOTA | HyperAI