Video Adversarial Attack on UCF-101 (Targeted)
65FR (%)SLA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SLAModel=C3D2024.08 | 65 | 11 | 9,288.2 | 3,446.7 | 4.88 | 4.38 | |
| Sparse-RSModel=C3D2024.08 | 57 | — | 14,013.2 | — | 4.98 | 4.98 | |
| SLAModel=I3D2024.08 | 55 | 8 | 10,443.7 | 2,732.1 | 5.34 | 4.28 | |
| Sparse-RSModel=I3D2024.08 | 53 | — | 13,961.3 | — | 4.98 | 5.1 | |
| LogoStyleFoolModel=C3D2024.08 | 44 | 8 | 22,993.9 | 4,124.4 | 5.51 | 3.76 | |
| LogoStyleFoolModel=I3D2024.08 | 37 | 6 | 20,315.5 | 2,999.2 | 5.47 | 3.92 | |
| BSCModel=I3D2024.08 | 9 | — | 27,672.2 | — | 7.02 | 3.68 | |
| BSCModel=C3D2024.08 | 8 | — | 27,608.4 | — | 7.15 | 3.8 | |
| PatchAttackModel=I3D2024.08 | 7 | — | 32,604.8 | — | 4.67 | 51.49 | |
| PatchAttackModel=C3D2024.08 | 5 | — | 33,020.7 | — | 5.11 | 75.62 | |
| Adv-watermarkModel=I3D2024.08 | 4 | — | 1,417.5 | — | 4.56 | 4.59 | |
| Adv-watermarkModel=C3D2024.08 | 2 | — | 1,259.2 | — | 6.06 | 4.66 |