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ResearchFormerly WizWand

Disease Classification on SNU-134 (test)

32.7AccuracyMAKE
2.74810.52418.326.076May 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MAKEPretrain Data=Derm1M+, zero-shot=true2025.0532.7
SigLIPPretrain Data=Derm1M, zero-shot=true2025.0528.75
CLIPPretrain Data=Derm1M, zero-shot=true2025.0526.89
CLIPPretrain Data=Derm1M+, zero-shot=true2025.0524.85
SigLIPPretrain Data=Derm1M+, zero-shot=true2025.0523.85
CoCa/ViT-B-32Pretrain Data=Derm1M+, zero-shot=true2025.0522.89
CoCa/ViT-B-32Pretrain Data=Derm1M, zero-shot=true2025.0519.42
MONETPretrain Data=PubMed+Text Book, zero-shot=true2025.0513.33
BiomedCLIPPretrain Data=PMC-15M, zero-shot=true2025.059.71
CLIPPretrain Data=CLIP400M, zero-shot=true2025.057.33
PMC-CLIPPretrain Data=PMC-OA, zero-shot=true2025.053.9