Concept Annotation on SkinCon (test)
0.7873AUROCMAKE
Evaluation results
| Method | Links | |
|---|---|---|
| MAKEPretrain Data=Derm1M+, zero-shot=true2025.05 | 0.7873 | |
| SigLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 0.7649 | |
| MONETPretrain Data=PubMed+Text Book, zero-shot=true2025.05 | 0.7502 | |
| CLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 0.7348 | |
| CLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 0.7233 | |
| SigLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 0.686 | |
| BiomedCLIPPretrain Data=PMC-15M, zero-shot=true2025.05 | 0.6817 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+, zero-shot=true2025.05 | 0.6715 | |
| CLIPPretrain Data=CLIP400M, zero-shot=true2025.05 | 0.6642 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M, zero-shot=true2025.05 | 0.6431 | |
| PMC-CLIPPretrain Data=PMC-OA, zero-shot=true2025.05 | 0.6251 |