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Benchmarks
Single-view 3D Reconstruction on ShapeNet (test, 32^3 resolution)
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58.7
Plane IoU
OGN
51.004
53.002
55
56.998
Mar 28, 2017
Plane IoU
Bench IoU
Cabinet IoU
Car IoU
Chair IoU
Monitor IoU
Lamp IoU
Speaker IoU
Firearm IoU
Couch IoU
Table IoU
Cellphone IoU
Watercraft IoU
Mean IoU
Updated 4d ago
Evaluation Results
Method
Method
Links
Plane IoU
Bench IoU
Cabinet IoU
Car IoU
Chair IoU
Monitor IoU
Lamp IoU
Speaker IoU
Firearm IoU
Couch IoU
Table IoU
Cellphone IoU
Watercraft IoU
Mean IoU
OGN
Input Resolution=32^3
2017.03
58.7
48.1
72.9
81.6
48.3
50.2
39.8
63.7
59.3
64.6
53.6
70.2
63.2
59.6
Dense
Input Resolution=32^3,...
2017.03
57
48.1
74.7
82.8
48.1
50.9
37.1
65
57.6
66.8
54.5
69.8
55
59
R2N2
Input Resolution=32^3
2017.03
51.3
42.1
71.6
79.8
46.6
46.8
38.1
66.2
54.4
62.8
51.3
66.1
51.3
56
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