Video Adversarial Attack on Kinetics-400
2FRAdv-watermark
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Adv-watermarkModel=C3D2024.08 | 2 | — | 2,062.1 | — | 6.41 | 5.94 | |
| PatchAttackModel=C3D2024.08 | 3 | — | 25,121.1 | — | 4.64 | 25.57 | |
| BSCModel=C3D2024.08 | 3 | — | 29,124.8 | — | 6.58 | 5.08 | |
| Adv-watermarkModel=I3D2024.08 | 3 | — | 1,866.9 | — | 4.79 | 5.29 | |
| PatchAttackModel=I3D2024.08 | 5 | — | 21,585.4 | — | 4.77 | 12.47 | |
| BSCModel=I3D2024.08 | 6 | — | 29,409.4 | — | 7.12 | 5.58 | |
| LogoStyleFoolModel=I3D2024.08 | 20 | 6 | 23,602.7 | 6,221.6 | 4.62 | 5.44 | |
| LogoStyleFoolModel=C3D2024.08 | 22 | 4 | 21,093.3 | 7,559.1 | 4.91 | 5.39 | |
| Sparse-RSModel=I3D2024.08 | 31 | — | 22,723.9 | — | 4.98 | 6.93 | |
| SLAModel=I3D2024.08 | 33 | 7 | 10,921.8 | 5,283.5 | 3.77 | 5.21 | |
| SLAModel=C3D2024.08 | 39 | 5 | 17,641.3 | 5,601.4 | 4.42 | 5.01 | |
| Sparse-RSModel=C3D2024.08 | 59 | — | 14,971.2 | — | 4.98 | 7.75 | |
| Sparse-RSModel=C3D2024.08 | 64 | — | 197.5 | — | 4.98 | 11.56 | |
| Adv-watermarkModel=I3D2024.08 | 66 | — | 780.5 | — | 4.45 | 5.54 | |
| Adv-watermarkModel=C3D2024.08 | 75 | — | 604.4 | — | 4.9 | 5.02 | |
| BSCModel=I3D2024.08 | 76 | — | 2,874 | — | 7.7 | 5.65 | |
| Sparse-RSModel=I3D2024.08 | 79 | — | 4,531 | — | 4.98 | 9.63 | |
| PatchAttackModel=I3D2024.08 | 81 | — | 5,839.9 | — | 7.31 | 141.81 | |
| LogoStyleFoolModel=I3D2024.08 | 83 | 82 | 4,422.4 | 1,471.4 | 5.76 | 5.69 | |
| BSCModel=C3D2024.08 | 84 | — | 2,217.6 | — | 6.7 | 5.61 | |
| PatchAttackModel=C3D2024.08 | 86 | — | 4,334.4 | — | 6.78 | 19.71 | |
| LogoStyleFoolModel=C3D2024.08 | 91 | 82 | 1,824.9 | 930.1 | 5.91 | 5.44 | |
| SLAModel=I3D2024.08 | 95 | 83 | 3,679.9 | 1,224.3 | 5.82 | 5.49 | |
| SLAModel=C3D2024.08 | 97 | 87 | 1,552.4 | 900.8 | 6.18 | 4.33 |