Targeted Adversarial Attack on ImageNet-1K images with COCO target captions (test)
0.756RN50 ScoreMF-ii + MF-tt (No Defense)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MF-ii + MF-tt (No Defense)Attack=MF-ii + MF-tt, Defense=None2025.06 | 0.756 | 0.752 | 0.787 | 0.772 | 0.75 | 0.763 | |
| MF-ii (No Defense)Attack=MF-ii, Defense=None2025.06 | 0.689 | 0.784 | 0.772 | 0.732 | 0.674 | 0.73 | |
| MF-ii (DiffCAP)Attack=MF-ii, Defense=DiffCAP2025.06 | 0.47 | 0.505 | 0.481 | 0.459 | 0.411 | 0.465 | |
| MF-ii + MF-tt (DiffCAP)Attack=MF-ii + MF-tt, Defense=DiffCAP2025.06 | 0.405 | 0.528 | 0.439 | 0.422 | 0.38 | 0.435 | |
| Clean (Baseline)Attack=None, Defense=None2025.06 | 0.383 | 0.619 | 0.375 | 0.361 | 0.356 | 0.419 |