Text-to-Image Retrieval on SkinCAP
19.95Recall@10MAKE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAKEPretrain Data=Derm1M+2025.05 | 19.95 | 44.2 | 56.28 | 40.32 | |
| SigLIPPretrain Data=Derm1M2025.05 | 18.43 | 38.96 | 49.74 | 35.21 | |
| SigLIPPretrain Data=Derm1M+2025.05 | 17.5 | 37.93 | 49.51 | 35.23 | |
| CLIPPretrain Data=Derm1M+2025.05 | 15.92 | 35.37 | 46.75 | 33.13 | |
| CLIPPretrain Data=Derm1M2025.05 | 15.52 | 37.15 | 47.28 | 33.28 | |
| MONETPretrain Data=PubMed+Text Book2025.05 | 14.92 | 34.9 | 47.56 | 31.85 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+2025.05 | 14.29 | 32.69 | 42.02 | 29.6 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M2025.05 | 12.91 | 30.78 | 40.89 | 27.23 | |
| BiomedCLIPPretrain Data=PMC-15M2025.05 | 12.38 | 33.04 | 45.78 | 31.01 | |
| PMC-CLIPPretrain Data=PMC-OA2025.05 | 6.49 | 18.55 | 26.52 | 17.53 | |
| CLIPPretrain Data=CLIP400M2025.05 | 5.92 | 18.6 | 27.6 | 19.81 |