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Hand Pose Estimation on Own Datasets

2.9MPJPE (mm)WristP2
2.3845.8679.3512.833Feb 28, 2026

Evaluation results

MethodLinks
WristP2Category=Wrist-worn, Year=-, Sensor=RGB camera, Eyes-free=Yes, Hand Pose Estimation=Full, Contact Detection=Yes, Hand Pressure Estimation=Yes2026.022.93.2
EchoWristCategory=Wrist-worn, Year=2024, Sensor=microphone + speaker, Eyes-free=Yes, Hand Pose Estimation=Partial, Contact Detection=No, Hand Pressure Estimation=No2026.024.813.79
EgoPressureCategory=Head-worn, Year=2024, Sensor=HMD, Eyes-free=No, Hand Pose Estimation=Full, Contact Detection=Yes, Hand Pressure Estimation=Yes2026.025.68—
Ring-a-PoseCategory=Hand-worn, Year=2024, Sensor=microphone + speaker, Eyes-free=Yes, Hand Pose Estimation=Partial, Contact Detection=No, Hand Pressure Estimation=No2026.0210.3—
EITPoseCategory=Arm-worn, Year=2024, Sensor=EIT sensor, Eyes-free=Yes, Hand Pose Estimation=Full, Contact Detection=No, Hand Pressure Estimation=No2026.0211.06—
FingerTrakCategory=Wrist-worn, Year=2020, Sensor=IR camera, Eyes-free=Yes, Hand Pose Estimation=Full, Contact Detection=No, Hand Pressure Estimation=No2026.0212.66.46
emg2poseCategory=Wrist-worn, Year=2024, Sensor=EMG, Eyes-free=Yes, Hand Pose Estimation=Full, Contact Detection=No, Hand Pressure Estimation=No2026.0215.812.2
Back-Hand-PoseCategory=Wrist-worn, Year=2020, Sensor=IR camera, Eyes-free=Yes, Hand Pose Estimation=Partial, Contact Detection=No, Hand Pressure Estimation=No2026.02—8.81
DigitsCategory=Wrist-worn, Year=2012, Sensor=IR camera, Eyes-free=Yes, Hand Pose Estimation=Partial, Contact Detection=No, Hand Pressure Estimation=No2026.02—5.34
RotoWristCategory=Wrist-worn, Year=2021, Sensor=IR light modules, Eyes-free=Yes, Hand Pose Estimation=Partial, Contact Detection=No, Hand Pressure Estimation=No2026.02—5.9