Image-to-Text Retrieval on SkinCAP
0.2096Recall@10MAKE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAKEPretrain Data=Derm1M+2025.05 | 0.2096 | 0.444 | 0.5613 | 0.4032 | |
| SigLIPPretrain Data=Derm1M+2025.05 | 0.1835 | 0.3803 | 0.5006 | 0.3523 | |
| SigLIPPretrain Data=Derm1M2025.05 | 0.1757 | 0.3783 | 0.4871 | 0.3521 | |
| CLIPPretrain Data=Derm1M+2025.05 | 0.1587 | 0.37 | 0.4788 | 0.3313 | |
| CLIPPretrain Data=Derm1M2025.05 | 0.1532 | 0.359 | 0.4851 | 0.3328 | |
| MONETPretrain Data=PubMed+Text Book2025.05 | 0.1421 | 0.3384 | 0.4568 | 0.3185 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+2025.05 | 0.1406 | 0.3241 | 0.4214 | 0.296 | |
| BiomedCLIPPretrain Data=PMC-15M2025.05 | 0.1359 | 0.3429 | 0.4698 | 0.3101 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M2025.05 | 0.1193 | 0.2865 | 0.3833 | 0.2723 | |
| CLIPPretrain Data=CLIP400M2025.05 | 0.0913 | 0.2354 | 0.3407 | 0.1981 | |
| PMC-CLIPPretrain Data=PMC-OA2025.05 | 0.0672 | 0.1908 | 0.2783 | 0.1753 |