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SotA/Computer Vision/3D Hand Pose Estimation

3D Hand Pose Estimation

45 benchmarks178 papers

Image: Zimmerman et l

Benchmarks

3D Hand Pose Estimation on FreiHAND

PA-MPVPEPA-MPJPEPA-F@5mmPA-F@15mm

3D Hand Pose Estimation on HO-3D v2

PA-MPJPE (mm)PA-MPVPEF@5mmF@15mmAUC_JAUC_VST-MPJPEPA-MPJPEOMEADD-SAverage MPJPE (mm)

3D Hand Pose Estimation on DexYCB

Average MPJPE (mm)Procrustes-Aligned MPJPEMPVPEPA-MPVPEVAUCPA-VAUCOCEMCEADD-S

3D Hand Pose Estimation on H3WB

Average MPJPE (mm)

3D Hand Pose Estimation on HInt: Hand Interactions in the wild

PCK@0.05 (New Days) AllPCK@0.05 (VISOR) AllPCK@0.05 (NewDays) VisiblePCK@0.05 (VISOR) VisiblePCK@0.05 (NewDays) OccPCK@0.05 (VISOR) OccPCK@0.05 (Ego4D) AllPCK@0.05 (Ego4D) VisiblePCK@0.05 (Ego4D) Occ

3D Hand Pose Estimation on HO-3D v3

PA-MPJPEPA-MPVPEAUC_JF@5mmF@15mmAUC_V

3D Hand Pose Estimation on Ego3DHands

AUC

3D Hand Pose Estimation on GRAB

Average MPJPE (mm)

3D Hand Pose Estimation on InterHand2.6M

MPJPE

3D Hand Pose Estimation on RHP

AUC

3D Hand Pose Estimation on STB

AUC