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Benchmarks
Generative 3D Object Classification on ModelNet40
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92.9
ASR (%)
Vision Attack
8.868
30.684
52.5
74.316
Jan 10, 2026
ASR (%)
CSD
CD (x1e-2)
HD (x1e-2)
Updated 4d ago
Evaluation Results
Method
Method
Links
ASR (%)
CSD
CD (x1e-2)
HD (x1e-2)
Vision Attack
Model=GPT4Point-2.7B,...
2026.01
92.9
1.23
1.06
3
Caption Attack
Model=GPT4Point-2.7B,...
2026.01
91.7
1.78
3.06
12.7
Vision Attack
Model=PointLLM-7B, Tar...
2026.01
85.4
1.17
1.81
6.05
Caption Attack
Model=PointLLM-7B, Tar...
2026.01
82.6
1.67
3.82
11.9
Vision Attack
Model=GPT4Point-2.7B,...
2026.01
17.9
2
5.59
22.64
Caption Attack
Model=GPT4Point-2.7B,...
2026.01
17.1
2.09
6.39
21.19
Vision Attack
Model=PointLLM-7B, Tar...
2026.01
14.1
2.19
6.54
22.49
Caption Attack
Model=PointLLM-7B, Tar...
2026.01
12.1
2.11
9.02
25.76
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