Domain Conversion on LTLL
33.77mAP (Today)MagicLens
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MagicLensBackbone=CLIP (ViT-L/14)2024.12 | 33.77 | 14.65 | 24.21 | |
| FREEDOMBackbone=CLIP (ViT-L/14), k=20, n=7, m=72024.12 | 30.95 | 35.52 | 33.24 | |
| WeiComBackbone=CLIP (ViT-L/14)2024.12 | 24.56 | 28.63 | 26.6 | |
| SEARLEBackbone=CLIP (ViT-L/14)2024.12 | 20.82 | 30.1 | 25.46 | |
| Pic2WordBackbone=CLIP (ViT-L/14)2024.12 | 17.86 | 24.67 | 21.27 | |
| Text × Imagefusion=product2024.12 | 16.42 | 29.9 | 23.16 | |
| CompoDiffBackbone=CLIP (ViT-L/14)2024.12 | 15.45 | 27.76 | 21.61 | |
| Text + Imagefusion=summation2024.12 | 9.6 | 26.13 | 17.86 | |
| Imagequery_modality=visual-only2024.12 | 8.47 | 24.51 | 16.49 | |
| Textquery_modality=text-only2024.12 | 5.28 | 6.16 | 5.72 |