Disease Classification on SD-128 (test)
39.14ACCMAKE
Evaluation results
| Method | Links | |
|---|---|---|
| MAKEPretrain Data=Derm1M+, zero-shot=true2025.05 | 39.14 | |
| SigLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 35.74 | |
| CLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 33.49 | |
| CLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 31.89 | |
| SigLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 30.45 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+, zero-shot=true2025.05 | 25.57 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M, zero-shot=true2025.05 | 20.19 | |
| BiomedCLIPPretrain Data=PMC-15M, zero-shot=true2025.05 | 13.21 | |
| MONETPretrain Data=PubMed+Text Book, zero-shot=true2025.05 | 11.86 | |
| CLIPPretrain Data=CLIP400M, zero-shot=true2025.05 | 7.28 | |
| PMC-CLIPPretrain Data=PMC-OA, zero-shot=true2025.05 | 4.43 |