REC on RefCOCO+
93.4ASRVLATTACK
Evaluation Results
| Method | Links | |
|---|---|---|
| VLATTACKPre-trained Model=Unitab, Attack Modality=Multimodality2023.10 | 93.4 | |
| BSAPre-trained Model=Unitab, Attack Modality=Image Only2023.10 | 90.96 | |
| FDAPre-trained Model=Unitab, Attack Modality=Image Only2023.10 | 76.21 | |
| SSPPre-trained Model=Unitab, Attack Modality=Image Only2023.10 | 69.6 | |
| Co-AttackPre-trained Model=Unitab, Attack Modality=Multimodality2023.10 | 68.69 | |
| VLATTACKPre-trained Model=OFA, Attack Modality=Multimodality2023.10 | 58.14 | |
| BSAPre-trained Model=OFA, Attack Modality=Image Only2023.10 | 46.44 | |
| Co-AttackPre-trained Model=OFA, Attack Modality=Multimodality2023.10 | 45.28 | |
| FDAPre-trained Model=OFA, Attack Modality=Image Only2023.10 | 33.26 | |
| DRPre-trained Model=Unitab, Attack Modality=Image Only2023.10 | 26.3 | |
| SSPPre-trained Model=OFA, Attack Modality=Image Only2023.10 | 22.28 | |
| DRPre-trained Model=OFA, Attack Modality=Image Only2023.10 | 16.58 | |
| R&RPre-trained Model=OFA, Attack Modality=Text Only2023.10 | 7.04 | |
| BERT-Attack (B&A)Pre-trained Model=Unitab, Attack Modality=Text Only2023.10 | 6.4 | |
| BERT-Attack (B&A)Pre-trained Model=OFA, Attack Modality=Text Only2023.10 | 4.66 | |
| R&RPre-trained Model=Unitab, Attack Modality=Text Only2023.10 | 2.46 |