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Benchmarks
Point Cloud to CAD Conversion on ABC
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0.004
Residual Error
Ground truth
0.00328
0.00814
0.013
0.01786
Dec 24, 2025
Residual Error
Point Coverage
Updated 4d ago
Evaluation Results
Method
Method
Links
Residual Error
Point Coverage
Ground truth
Upsampling scale=4x
2025.12
0.004
99.7
PUFM++
Upsampling scale=4x
2025.12
0.005
99.5
Gra-PU
Upsampling scale=4x
2025.12
0.006
99.3
PUFM
Upsampling scale=4x
2025.12
0.006
99.4
PUDM
Upsampling scale=4x
2025.12
0.008
98.9
PDANS
Upsampling scale=4x
2025.12
0.008
99
RepKPU
Upsampling scale=4x
2025.12
0.01
98.8
PUBP
Upsampling scale=4x
2025.12
0.022
93.4
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