Text-to-Image Retrieval on QUILT-1M (holdout set)
6.27R@1QUILTNET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QUILTNETconfig=ViT-B/16(224)|PMB/2562023.06 | 6.27 | 31.06 | 50.86 | |
| QUILTNETconfig=ViT-B/16(224)|PMB/2562023.06 | 6.2 | 30.28 | 50.6 | |
| BiomedCLIPconfig=ViT-B/16(224)|PMB/2562023.06 | 4.34 | 14.99 | 25.62 | |
| BiomedCLIPconfig=ViT-B/16(224)|PMB/2562023.06 | 3.88 | 13.93 | 23.53 | |
| QUILTNETconfig=ViT-B/16|GPT/772023.06 | 2.42 | 22.38 | 41.05 | |
| QUILTNETconfig=ViT-B/16|GPT/772023.06 | 2 | 21.66 | 39.29 | |
| QUILTNETconfig=ViT-B/32|GPT/772023.06 | 1.24 | 14.89 | 28.97 | |
| QUILTNETconfig=ViT-B/32|GPT/772023.06 | 1.17 | 16.31 | 31.99 | |
| PLIPconfig=ViT-B/32|GPT/772023.06 | 1.05 | 10.79 | 21.8 | |
| PLIPconfig=ViT-B/32|GPT/772023.06 | 0.87 | 11.04 | 21.63 | |
| CLIPconfig=ViT-B/16|GPT/772023.06 | 0.83 | 5.63 | 11.26 | |
| CLIPconfig=ViT-B/16|GPT/772023.06 | 0.66 | 5.02 | 10.82 | |
| CLIPconfig=ViT-B/32|GPT/772023.06 | 0.49 | 4.73 | 10.15 | |
| CLIPconfig=ViT-B/32|GPT/772023.06 | 0.39 | 3.99 | 8.8 |