Medical Image Segmentation on PH2
96.4DICE ScoreSupervised
Evaluation Results
| Method | Links | |
|---|---|---|
| SupervisedType=-2024.07 | 96.4 | |
| LORA+MVPSType=Combined, K=322024.07 | 93.3 | |
| LORAType=Model, K=322024.07 | 91.5 | |
| C2PModality=Dermoscopy, Reference Protocol=Zero-Ref, Zero-shot=true2026.03 | 90.89 | |
| SR-ICLModality=Dermoscopy, Reference Protocol=Self-Ref, Zero-shot=true2026.03 | 90.7 | |
| SpiderModality=Dermoscopy, Reference Protocol=64-Ref, Zero-shot=true2026.03 | 90.47 | |
| LORA+MVPSType=Combined, K=82024.07 | 90.3 | |
| LORA+MVPSType=Combined, K=42024.07 | 89.9 | |
| MVPSType=Data, K=322024.07 | 89.5 | |
| SupPRType=Data, K=322024.07 | 89.28 | |
| MVPSType=Data, K=82024.07 | 88.5 | |
| SupPRType=Data, K=82024.07 | 88.31 | |
| MVPSType=Data, K=42024.07 | 88.2 | |
| SupPRType=Data, K=42024.07 | 88.17 | |
| LORAType=Model, K=82024.07 | 86.3 | |
| TopKType=Data, K=322024.07 | 85.8 | |
| LORAType=Model, K=42024.07 | 85.2 | |
| TopKType=Data, K=82024.07 | 84.2 | |
| TopKType=Data, K=42024.07 | 84 | |
| RandomType=Data, K=322024.07 | 81.5 | |
| RandomType=Data, K=82024.07 | 80.1 | |
| RandomType=Data, K=42024.07 | 79.8 | |
| nnUNetV2Modality=Dermoscopy, Reference Protocol=Zero-Ref, Zero-shot=true2026.03 | 56.39 |