Medical Image Re-identification on LUAD Histopathology
68.75CMC-R1MaMI
Evaluation results
| Method | Links | |
|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 68.75 | |
| Ganz et al.Architecture=ViT-Base2025.03 | 56.76 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 54.33 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 51.97 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 47.24 | |
| CAEArchitecture=ViT-Base2025.03 | 47.24 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 46.46 | |
| BEITv2Architecture=ViT-Base2025.03 | 45.67 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 45.67 | |
| DINOv2Architecture=ViT-Base2025.03 | 42.52 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 42.52 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 42.52 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 40.94 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 37.8 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 33.07 | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 30.71 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 30.71 | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 29.19 | |
| ImageNet-SupArchitecture=ViT-Base2025.03 | 29.13 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 28.35 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 25.98 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 25.2 | |
| BLIPArchitecture=ViT-Base2025.03 | 24.41 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 16.54 | |
| MaskFeatArchitecture=ViT-Base2025.03 | 14.17 | |
| AlignArchitecture=ViT-Base2025.03 | 5.51 |