Medical Image Re-identification on LIHC Abdominal-CT
76.82CMC-R1MaMI
Evaluation results
| Method | Links | |
|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 76.82 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 51.79 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 41.07 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 39.29 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 35.71 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 35.71 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 33.93 | |
| Ganz et al.Architecture=ViT-Base2025.03 | 33.93 | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 32.11 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 30.36 | |
| BEITv2Architecture=ViT-Base2025.03 | 30.36 | |
| DINOv2Architecture=ViT-Base2025.03 | 28.57 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 28.57 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 28.57 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 26.79 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 26.79 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 26.79 | |
| ImageNet-SupArchitecture=ViT-Base2025.03 | 26.78 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 25 | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 23.21 | |
| CAEArchitecture=ViT-Base2025.03 | 21.43 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 16.07 | |
| MaskFeatArchitecture=ViT-Base2025.03 | 14.29 | |
| BLIPArchitecture=ViT-Base2025.03 | 14.29 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 13.51 | |
| AlignArchitecture=ViT-Base2025.03 | 12.5 |