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Point Cloud Completion on ShapeNet (unseen categories)
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12.9
Avg CD-l1
FSC
12.7348
13.8499
14.965
16.0801
Mar 12, 2024
Avg CD-l1
CD-l1 (Bus)
CD-l1 (Bed)
CD-l1 (Bookshelf)
CD-l1 (Bench)
CD-l1 (Guitar)
CD-l1 (Motorbike)
CD-l1 (Skateboard)
CD-l1 (Pistol)
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg CD-l1
CD-l1 (Bus)
CD-l1 (Bed)
CD-l1 (Bookshelf)
CD-l1 (Bench)
CD-l1 (Guitar)
CD-l1 (Motorbike)
CD-l1 (Skateboard)
CD-l1 (Pistol)
FSC
Number of input points=64
2024.03
12.9
7.94
22.6
12.98
9.59
9.77
13.56
11.55
14.92
SVDFormer
Number of input points=64
2024.03
13.6
13.3
21.47
13.73
11.69
8
13.25
9.91
17.44
PoinTr
Number of input points=64
2024.03
14.92
14.62
20.44
16.84
14.22
11.56
13.4
14.45
13.8
PCN
Number of input points=64
2024.03
15.52
11.3
25.86
16.22
12.55
11.47
15.3
13.48
17.95
GRNet
Number of input points=64
2024.03
17.03
17.59
25.61
21.93
15.26
10.85
14.83
14.96
15.17
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