Text-to-Image Retrieval on COCO (Adversarial Robustness)
77.7Clean R@1FDA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FDAVLM=ALBEF, l_infinity=2/2552025.12 | 77.7 | 84 | 9.65 | 27.6 | 9.28 | |
| FDAVLM=ALBEF, l_infinity=4/2552025.12 | 77.7 | 382 | 11.87 | 44.92 | 14.43 | |
| No DefenseVLM=ALBEF, l_infinity=2/2552025.12 | 77.6 | 95 | 11.01 | 30.47 | — | |
| No DefenseVLM=ALBEF, l_infinity=4/2552025.12 | 77.6 | 471 | 14.48 | 51.2 | — | |
| FAREVLM=ALBEF, l_infinity=2/2552025.12 | 69.28 | 26 | 22.68 | 32.71 | 0.53 | |
| FAREVLM=ALBEF, l_infinity=4/2552025.12 | 69.28 | 140 | 32.34 | 63.45 | -16.08 | |
| TeCoAVLM=ALBEF, l_infinity=2/2552025.12 | 68.04 | 72 | 18.56 | 34.23 | 2.87 | |
| TeCoAVLM=ALBEF, l_infinity=4/2552025.12 | 68.04 | 157 | 25.69 | 59.9 | -3.25 |