Text-to-image Retrieval on MS COCO (R@K, MdR)
97.6R@1OpenCLIP-RN50
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OpenCLIP-RN50Gallery=Poisoned, Retrieved=Adv. Hub.2024.12 | 97.6 | 99.5 | 99.7 | 1 | |
| ImageBindGallery=Poisoned, Retrieved=Adv. Hub.2024.12 | 85.1 | 98.1 | 99 | 1 | |
| OpenCLIP-ViTGallery=Poisoned, Retrieved=Adv. Hub.2024.12 | 84.4 | 97.9 | 98.9 | 1 | |
| AudioCLIPGallery=Poisoned, Retrieved=Adv. Hub.2024.12 | 62 | 81.4 | 87.5 | 1.6 | |
| OpenCLIP-ViTGallery=Clean, Retrieved=Relevant Doc.2024.12 | 48.5 | 72.8 | 81.1 | 2 | |
| ImageBindGallery=Clean, Retrieved=Relevant Doc.2024.12 | 48.4 | 72.7 | 81 | 2 | |
| OpenCLIP-RN50Gallery=Clean, Retrieved=Relevant Doc.2024.12 | 28.3 | 53 | 64.1 | 5 | |
| AudioCLIPGallery=Clean, Retrieved=Relevant Doc.2024.12 | 18.8 | 39.5 | 50.7 | 10 | |
| OpenCLIP-ViTGallery=Poisoned, Retrieved=Relevant Doc.2024.12 | 11.3 | 69.8 | 79.9 | 3 | |
| ImageBindGallery=Poisoned, Retrieved=Relevant Doc.2024.12 | 10.9 | 69.6 | 79.8 | 2.9 | |
| AudioCLIPGallery=Poisoned, Retrieved=Relevant Doc.2024.12 | 8.8 | 36.9 | 49.3 | 11 | |
| OpenCLIP-RN50Gallery=Poisoned, Retrieved=Relevant Doc.2024.12 | 1.4 | 49.8 | 62.2 | 6 |