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SotA/Graphs/Hand Pose Estimation

Hand Pose Estimation

57 benchmarks260 papers

Hand pose estimation is the task of finding the joints of the hand from an image or set of video frames.

<span style="color:grey; opacity: 0.6">( Image credit: Pose-REN )</span>

Benchmarks

Hand Pose Estimation on FreiHAND

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

Hand Pose Estimation on HO-3D v2

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

Hand Pose Estimation on DexYCB

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

Hand Pose Estimation on NYU Hands

Average 3D ErrorFPS

Hand Pose Estimation on H3WB

Average MPJPE (mm)

Hand Pose Estimation on ICVL Hands

Average 3D ErrorFPS

Hand Pose Estimation on MSRA Hands

Average 3D Error

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

Hand Pose Estimation on HANDS 2017

Average 3D Error

Hand Pose Estimation on HO-3D v3

PA-MPJPEPA-MPVPEAUC_JF@5mmF@15mmAUC_V

Hand Pose Estimation on HANDS 2019

Average 3D Error

Hand Pose Estimation on COCO-WholeBody

keypoint AP

Hand Pose Estimation on 3DPW

MPJPE

Hand Pose Estimation on Ego3DHands

AUC

Hand Pose Estimation on GRAB

Average MPJPE (mm)

Hand Pose Estimation on ICVL

Error (mm)

Hand Pose Estimation on InterHand2.6M

MPJPE

Hand Pose Estimation on K2HPD

PDJ@5mm

Hand Pose Estimation on RHP

AUC

Hand Pose Estimation on STB

AUC

Hand Pose Estimation on Custom FINNgers

1:1 Accuracy