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Articulated 6D Pose Estimation on ArtImage

1.8Rotation Error (°)Flow6D
1.6362.7433.854.957Jun 22, 2026

Evaluation results

MethodLinks
Flow6DCategory=Scissors, Inference Time (s)=0.0132026.061.80.019
A-NCSHCategory=Scissors, Inference Time (s)=6.52026.0620.035
ArtPERLCategory=Scissors, Inference Time (s)=0.82026.062.20.031
U-COPECategory=Scissors, Inference Time (s)=1.92026.062.40.033
Flow6DCategory=Drawer, Inference Time (s)=0.0192026.062.40.044
Flow6DCategory=Laptop, Inference Time (s)=0.0132026.062.70.034
U-COPECategory=Drawer, Inference Time (s)=1.72026.062.70.042
A-NCSHCategory=Drawer, Inference Time (s)=16.52026.062.80.045
Flow6DCategory=Dishwasher, Inference Time (s)=0.0142026.0630.04
Flow6DCategory=Eyeglasses, Inference Time (s)=0.0152026.063.10.036
ArtPERLCategory=Drawer, Inference Time (s)=1.12026.063.50.061
A-NCSHCategory=Eyeglasses, Inference Time (s)=11.92026.063.70.049
U-COPECategory=Dishwasher, Inference Time (s)=1.42026.063.80.062
U-COPECategory=Eyeglasses, Inference Time (s)=2.12026.063.90.043
ArtPERLCategory=Dishwasher, Inference Time (s)=0.92026.063.90.055
A-NCSHCategory=Dishwasher, Inference Time (s)=5.52026.0640.059
ArtPERLCategory=Eyeglasses, Inference Time (s)=1.02026.064.10.047
CAPTRACategory=Scissors, Inference Time (s)=0.122026.064.10.032
CAPTRACategory=Eyeglasses, Inference Time (s)=0.142026.064.50.054
CAPTRACategory=Dishwasher, Inference Time (s)=0.112026.064.60.055
U-COPECategory=Laptop, Inference Time (s)=1.82026.064.80.029
CAPTRACategory=Drawer, Inference Time (s)=0.252026.064.80.112
ArtPERLCategory=Laptop, Inference Time (s)=0.92026.064.90.053
A-NCSHCategory=Laptop, Inference Time (s)=9.02026.065.30.054
CAPTRACategory=Laptop, Inference Time (s)=0.102026.065.90.08