Image Retrieval on Flickr8k
44.4R@1CLIP-PGS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CLIP-PGSImage Enc.=ViT-B/16, Ratio=0.3, Zero-shot=true2025.03 | 44.4 | 71.7 | 81.1 | — | |
| CLIP-PGSImage Enc.=ViT-B/16, Ratio=0.5, Zero-shot=true2025.03 | 43.5 | 70.7 | 81 | — | |
| E-CLIPImage Enc.=ViT-B/16, Zero-shot=true2025.03 | 42 | 69.4 | 79.6 | — | |
| A-CLIPImage Enc.=ViT-B/16, Zero-shot=true2025.03 | 40.6 | 68.9 | 78.9 | — | |
| CLIPImage Enc.=ViT-B/16, Zero-shot=true2025.03 | 40.5 | 68.9 | 80.2 | — | |
| FLIPImage Enc.=ViT-B/16, Zero-shot=true2025.03 | 40.3 | 68.1 | 78.6 | — | |
| CLIP-PGSImage Enc.=ViT-S/16, Ratio=0.3, Zero-shot=true2025.03 | 40.2 | 68.1 | 79.4 | — | |
| CLIP-PGSImage Enc.=ViT-S/16, Ratio=0.5, Zero-shot=true2025.03 | 39.8 | 68.1 | 78.8 | — | |
| SAFT-LAdversarial Attack=AutoAttack, Perturbation Budget (epsilon)=1/2552026.02 | — | — | — | 58.86 | |
| TGA-ZSRAdversarial Attack=AutoAttack, Perturbation Budget (epsilon)=1/2552026.02 | — | — | — | 57.4 |