Medical Re-identification on ChestX-Ray14
91.49Rank-1 AccuracyMaMI
Evaluation results
| Method | Links | |
|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 91.49 | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 88.21 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 74.3 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 73 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 68.6 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 68.6 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 64 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 46.5 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 44.9 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 42.8 | |
| ImageNet-SupArchitecture=ViT-Base, Fine-tuned=false2025.03 | 39.9 | |
| DINOv2Architecture=ViT-Base, Fine-tuned=false2025.03 | 37.6 | |
| BEITv2Architecture=ViT-Base, Fine-tuned=false2025.03 | 35.3 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 33.9 | |
| CAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 32.4 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 31.6 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 24 | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 23.1 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 19.7 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 19 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 15 | |
| Ganz et al.Architecture=ViT-Base2025.03 | 11.9 | |
| MaskFeatArchitecture=ViT-Base, Fine-tuned=false2025.03 | 11.6 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 5.3 | |
| BLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 4.8 | |
| AlignArchitecture=ViT-Base, Fine-tuned=false2025.03 | 0.9 |