Medical Image Re-identification on CCII Lung-CT
95.01CMC-R1MaMI
Evaluation results
| Method | Links | |
|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 95.01 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 94.04 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 93.52 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 93.52 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 93.27 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 93.02 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 92.52 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 92.27 | |
| DINOv2Architecture=ViT-Base2025.03 | 91.52 | |
| BEITv2Architecture=ViT-Base2025.03 | 89.53 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 88.78 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 87.03 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 84.79 | |
| ImageNet-SupArchitecture=ViT-Base2025.03 | 84.04 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 83.04 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 82.04 | |
| BLIPArchitecture=ViT-Base2025.03 | 79.05 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 77.06 | |
| CAEArchitecture=ViT-Base2025.03 | 71.32 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 69.08 | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 68.63 | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 68.33 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 61.85 | |
| Ganz et al.Architecture=ViT-Base2025.03 | 53.62 | |
| AlignArchitecture=ViT-Base2025.03 | 43.39 | |
| MaskFeatArchitecture=ViT-Base2025.03 | 19.95 |