Video Adversarial Attack on HMDB-51
100Frame RateSLA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SLAModel=I3D2024.08 | 100 | 96 | 624.9 | 614.9 | 5.17 | 3.4 | |
| SLAModel=C3D2024.08 | 98 | 88 | 1,624.3 | 693.7 | 5.59 | 3.14 | |
| Sparse-RSModel=C3D2024.08 | 97 | — | 764.1 | — | 4.98 | 5.31 | |
| BSCModel=C3D2024.08 | 97 | — | 1,739.4 | — | 7.85 | 3.5 | |
| LogoStyleFoolModel=C3D2024.08 | 96 | 86 | 3,396.6 | 901.6 | 5.8 | 3.03 | |
| LogoStyleFoolModel=I3D2024.08 | 94 | 88 | 849.5 | 774.6 | 5.48 | 3.43 | |
| Sparse-RSModel=I3D2024.08 | 92 | — | 2,010.5 | — | 4.98 | 5.56 | |
| BSCModel=I3D2024.08 | 90 | — | 3,137.5 | — | 6.89 | 4.57 | |
| PatchAttackModel=I3D2024.08 | 89 | — | 3,436.4 | — | 5.42 | 15.79 | |
| PatchAttackModel=C3D2024.08 | 88 | — | 1,934.3 | — | 6.01 | 66.33 | |
| Adv-watermarkModel=I3D2024.08 | 78 | — | 515.2 | — | 5.16 | 3.65 | |
| SLAModel=C3D2024.08 | 76 | 14 | 7,124.1 | 2,854.6 | 5.01 | 3.67 | |
| Sparse-RSModel=I3D2024.08 | 74 | — | 8,217 | — | 4.98 | 5.44 | |
| Adv-watermarkModel=C3D2024.08 | 73 | — | 610.2 | — | 4.35 | 2.69 | |
| Sparse-RSModel=C3D2024.08 | 71 | — | 11,044.9 | — | 4.98 | 4.78 | |
| SLAModel=I3D2024.08 | 66 | 13 | 11,509.6 | 3,368.1 | 6.08 | 3.46 | |
| LogoStyleFoolModel=C3D2024.08 | 46 | 12 | 18,200.9 | 3,161.9 | 5.14 | 3.15 | |
| LogoStyleFoolModel=I3D2024.08 | 43 | 11 | 20,612.8 | 4,723.9 | 5.85 | 3.52 | |
| BSCModel=C3D2024.08 | 25 | — | 22,684.7 | — | 6.12 | 4.95 | |
| BSCModel=I3D2024.08 | 13 | — | 26,311.3 | — | 6.19 | 4.85 | |
| PatchAttackModel=I3D2024.08 | 12 | — | 26,431.6 | — | 4.72 | 303.34 | |
| PatchAttackModel=C3D2024.08 | 4 | — | 28,829.1 | — | 5.17 | 42.03 | |
| Adv-watermarkModel=I3D2024.08 | 4 | — | 1,539.3 | — | 5.44 | 4.01 | |
| Adv-watermarkModel=C3D2024.08 | 3 | — | 1,038.1 | — | 4.24 | 5.14 |