Medical Image Re-identification on ODIR Fundus
71.34CMC-R1MaMI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MaMIArchitecture=ViT-Base2025.03 | 71.34 | — | |
| Full (Graph-of-Differences)Modality=Fundus2026.06 | 71.11 | 38.94 | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=true2025.03 | 66.7 | — | |
| CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 66.06 | — | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=true2025.03 | 65.9 | — | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=true2025.03 | 65.52 | — | |
| Backbone-onlyModality=Fundus2026.06 | 63.96 | 36.31 | |
| Backbone + Graph (w/o Ldiff)Modality=Fundus2026.06 | 63.57 | 36.1 | |
| MAEArchitecture=ViT-Base, Fine-tuned=true2025.03 | 61.12 | — | |
| MoCoV3Architecture=ViT-Base, Fine-tuned=false2025.03 | 42.26 | — | |
| BEITv2Architecture=ViT-Base2025.03 | 37.89 | — | |
| ImageNet-SupArchitecture=ViT-Base2025.03 | 32.7 | — | |
| TransReIDArchitecture=ViT-Base, Fine-tuned=false2025.03 | 30.89 | — | |
| CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 30.15 | — | |
| RetFoundArchitecture=ViT-Base, Fine-tuned=false2025.03 | 28.83 | — | |
| CAEArchitecture=ViT-Base2025.03 | 28.34 | — | |
| DINOv2Architecture=ViT-Base2025.03 | 23.72 | — | |
| MAEArchitecture=ViT-Base, Fine-tuned=false2025.03 | 23.15 | — | |
| Ganz et al.Architecture=ViT-Base2025.03 | 22.65 | — | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=false2025.03 | 21.75 | — | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=true2025.03 | 19.93 | — | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=false2025.03 | 19.44 | — | |
| BioMedClipArchitecture=ViT-Base, Fine-tuned=true2025.03 | 18.62 | — | |
| CT-CLIPArchitecture=ViT-Base, Fine-tuned=false2025.03 | 17.79 | — | |
| Med-UniCArchitecture=ViT-Base, Fine-tuned=true2025.03 | 16.39 | — | |
| Packhäuser et al.Architecture=ViT-Base2025.03 | 15.18 | — | |
| BLIPArchitecture=ViT-Base2025.03 | 10.54 | — | |
| MaskFeatArchitecture=ViT-Base2025.03 | 8.32 | — | |
| AlignArchitecture=ViT-Base2025.03 | 3.38 | — |