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Benchmarks
Point Cloud Classification on ModelNet40 kNN attack
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85.62
Accuracy
IF-Defense
-3.4248
19.6926
42.81
65.9274
Jan 5, 2021
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
IF-Defense
Model=PointNet++
2021.01
85.62
PointCutMix-R
Model=PointNet++
2021.01
83.35
IF-Defense
Model=DGCNN
2021.01
82.33
PointCutMix-R
Model=DGCNN
2021.01
80.27
DUP-Net
Model=PointNet++
2021.01
74.88
PointCutMix-K
Model=PointNet++
2021.01
70.71
PointCutMix-K
Model=DGCNN
2021.01
68.76
SOR
Model=PointNet++
2021.01
61.35
SOR
Model=DGCNN
2021.01
55.92
SRS
Model=PointNet++
2021.01
49.96
SRS
Model=DGCNN
2021.01
41.25
DUP-Net
Model=DGCNN
2021.01
35.45
No Defense
Model=DGCNN
2021.01
20.02
No Defense
Model=PointNet++
2021.01
0
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