Disease Classification on F17K (test)
0.3242AccuracyMAKE
Evaluation results
| Method | Links | |
|---|---|---|
| MAKEPretrain Data=Derm1M+, zero-shot=true2025.05 | 0.3242 | |
| SigLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 0.2718 | |
| CLIPPretrain Data=Derm1M, zero-shot=true2025.05 | 0.2595 | |
| CLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 0.2559 | |
| SigLIPPretrain Data=Derm1M+, zero-shot=true2025.05 | 0.2369 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M, zero-shot=true2025.05 | 0.2072 | |
| CoCa/ViT-B-32Pretrain Data=Derm1M+, zero-shot=true2025.05 | 0.204 | |
| MONETPretrain Data=PubMed+Text Book, zero-shot=true2025.05 | 0.1374 | |
| BiomedCLIPPretrain Data=PMC-15M, zero-shot=true2025.05 | 0.089 | |
| CLIPPretrain Data=CLIP400M, zero-shot=true2025.05 | 0.0628 | |
| PMC-CLIPPretrain Data=PMC-OA, zero-shot=true2025.05 | 0.0268 |