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Benchmarks
3D Object Captioning (Targeted Attack) on Objaverse
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27.7
AGS
Caption Attack
3.052
9.451
15.85
22.249
Jan 10, 2026
AGS
CSD
CD
HD
Gamma (Γ)
Updated 4d ago
Evaluation Results
Method
Method
Links
AGS
CSD
CD
HD
Gamma (Γ)
Caption Attack
Model=GPT4Point-2.7B
2026.01
27.7
3.9
575
2,164
6.03
Vision Attack
Model=GPT4Point-2.7B
2026.01
17.5
3.02
292
1,266
4.4
Caption Attack
Model=PointLLM-7B
2026.01
9.6
5.12
1,526
3,611
1.09
Vision Attack
Model=PointLLM-7B
2026.01
7.1
3.51
462
1,633
0.88
w/o Attack
Model=GPT4Point-2.7B
2026.01
4.2
0
0
0
-
w/o Attack
Model=PointLLM-7B
2026.01
4
0
0
0
-
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