Visual Grounding on RefCOCO+ (test A)
0.668Accuracy (Clean)FDA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FDAl_inf perturbation budget=2/2552025.12 | 0.668 | 0.0136 | 0.0241 | 0.018 | 93.16 | |
| FDAl_inf perturbation budget=4/2552025.12 | 0.668 | 0.015 | 0.021 | 0.021 | 91.5 | |
| No Defensel_inf perturbation budget=2/2552025.12 | 0.659 | 0.067 | 0.1116 | 0.1116 | — | |
| No Defensel_inf perturbation budget=4/2552025.12 | 0.659 | 0.0789 | 0.1116 | 0.1175 | — | |
| TeCoAl_inf perturbation budget=2/2552025.12 | 0.647 | 0.0681 | 0.0772 | 0.0801 | 21.21 | |
| TeCoAl_inf perturbation budget=4/2552025.12 | 0.647 | 0.0657 | 0.0817 | 0.0846 | 21.63 | |
| FAREl_inf perturbation budget=2/2552025.12 | 0.642 | 0.0613 | 0.1042 | 0.0996 | 12.08 | |
| FAREl_inf perturbation budget=4/2552025.12 | 0.642 | 0.0674 | 0.0966 | 0.1027 | 13.28 |