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Single-image point cloud reconstruction on ShapeNet R2N2
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59.1
F-Score @ 1% (Airplane)
Point-MF
19.996
30.148
40.3
50.452
Apr 27, 2026
F-Score @ 1% (Airplane)
F-Score @ 1% (Car)
F-Score @ 1% (Chair)
F-Score @ 1% (Sofa)
F-Score @ 1% (Table)
Average F-Score @ 1%
Updated 1mo ago
Evaluation Results
Method
Method
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F-Score @ 1% (Airplane)
F-Score @ 1% (Car)
F-Score @ 1% (Chair)
F-Score @ 1% (Sofa)
F-Score @ 1% (Table)
Average F-Score @ 1%
Point-MF
2026.04
59.1
33.8
24.9
23.9
30.9
33.3
RGB2point
2026.04
58.3
33.9
19.5
19.4
26.8
30.3
BDM
2026.04
51.2
31.1
23.8
21.1
26.8
29.9
PC2
2026.04
47.3
30.1
20.2
17.7
23.8
27.1
LegoFormer
2026.04
21.5
22
21.7
26
30.5
24.6
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