Concept Annotation on Derm7pt (test)
69AUROCCLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| CLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 69 | |
| MONETPretrain Data=PubMed+Text Book, zero-shot=true2025.05 | 68.89 | |
| SigLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 68.67 | |
| MAKEPretrain Data=Derm1M+, zero-shot=true2025.05 | 68.64 | |
| CLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 67.07 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+, zero-shot=true2025.05 | 64.08 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M, zero-shot=true2025.05 | 62.89 | |
| BiomedCLIPPretrain Data=PMC-15M, zero-shot=true2025.05 | 60.92 | |
| PMC-CLIPPretrain Data=PMC-OA, zero-shot=true2025.05 | 58.2 | |
| SigLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 57.01 | |
| CLIPPretrain Data=CLIP400M, zero-shot=true2025.05 | 55.94 |