Text-to-Video Retrieval on ActivityNet 1K (test)
76.22R@1ViPro
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ViProVictim Model=Singularity, Attack Setting=White-box, Constraint=None (w/o epsilon)2025.08 | 76.22 | 90.77 | 83.5 | 71.44 | 66.33 | 68.89 | |
| ViProVictim Model=Singularity, Attack Setting=White-box2025.08 | 46.66 | 76.25 | 61.46 | 41.88 | 51.81 | 46.85 | |
| ViProVictim Model=Sing, Attack Setting=Grey-box2025.08 | 16.19 | 57.84 | 37.02 | 11.41 | 33.4 | 22.41 | |
| SGAVictim Model=Singularity, Attack Setting=White-box2025.08 | 7.99 | 38.44 | 23.22 | 3.2 | 14 | 8.61 | |
| No AttackVictim Model=Singularity, Attack Setting=White-box2025.08 | 4.78 | 24.44 | 14.61 | — | — | — | |
| No AttackVictim Model=Sing, Attack Setting=None2025.08 | 4.78 | 24.44 | 14.61 | — | — | — | |
| Co-AttackVictim Model=Sing, Attack Setting=Grey-box2025.08 | 4.66 | 25.52 | 15.09 | -0.12 | 1.9 | 0.48 | |
| Co-AttackVictim Model=Singularity, Attack Setting=White-box, Attack Objective=EMBMul2025.08 | 3.96 | 26.34 | 15.15 | -0.82 | 1.9 | 0.54 | |
| SGAVictim Model=Sing, Attack Setting=Grey-box2025.08 | 0.81 | 8.24 | 4.53 | -3.97 | -16.2 | -10.09 |