Disease Classification on SNU-134 (test)
32.7AccuracyMAKE
Evaluation Results
| Method | Links | |
|---|---|---|
| MAKEPretrain Data=Derm1M+, zero-shot=true2025.05 | 32.7 | |
| SigLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 28.75 | |
| CLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 26.89 | |
| CLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 24.85 | |
| SigLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 23.85 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+, zero-shot=true2025.05 | 22.89 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M, zero-shot=true2025.05 | 19.42 | |
| MONETPretrain Data=PubMed+Text Book, zero-shot=true2025.05 | 13.33 | |
| BiomedCLIPPretrain Data=PMC-15M, zero-shot=true2025.05 | 9.71 | |
| CLIPPretrain Data=CLIP400M, zero-shot=true2025.05 | 7.33 | |
| PMC-CLIPPretrain Data=PMC-OA, zero-shot=true2025.05 | 3.9 |