Medical Image Re-identification on HCC-TACE Abdominal-CT
88.09CMC-R1MaMI
Evaluation results
| Method | Links | |
|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 88.09 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 80.95 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 76.19 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 71.43 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 69.05 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 66.67 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 57.14 | |
| BEITv2Architecture=ViT-Base2025.03 | 52.38 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 52.38 | |
| ImageNet-SupArchitecture=ViT-Base2025.03 | 50 | |
| DINOv2Architecture=ViT-Base2025.03 | 50 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 47.62 | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 45.24 | |
| CAEArchitecture=ViT-Base2025.03 | 45.24 | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 45.24 | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 45.24 | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 40.48 | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 35.71 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 35.71 | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 33.33 | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 33.33 | |
| Ganz et al.Architecture=ViT-Base2025.03 | 33.33 | |
| MaskFeatArchitecture=ViT-Base2025.03 | 28.57 | |
| BLIPArchitecture=ViT-Base2025.03 | 21.42 | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 9.52 | |
| AlignArchitecture=ViT-Base2025.03 | 4.76 |