PH2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Skin Lesion Segmentation | PH2 | DIC0.9763 | 92 | |
| Skin Lesion Segmentation | PH2 (test) | DSC96.01 | 71 | |
| Medical Image Segmentation | PH2 (test) | Dice Score95.7 | 60 | |
| Semantic Segmentation | PH2 | Dice Coefficient (DC)92.44 | 31 | |
| Medical Image Segmentation | PH2 | DICE Score96.4 | 23 | |
| Skin Lesion Segmentation | PH2 external (test) | DSC91.56 | 14 | |
| Medical Image Segmentation | PH2 (unseen) | DSC91.3 | 14 | |
| Classification | PH2 | F1 Score95.3 | 12 | |
| Skin Lesion Classification | PH2 (out-of-distribution) | ROC AUC0.9191 | 12 | |
| Concept Prediction | PH2 | AUC98.3 | 10 | |
| Classification | PH2 (test) | AUC0.96 | 8 | |
| Semantic Segmentation | PH2 (test) | DSC87.3 | 8 | |
| Medical Image Classification | PH2 Dermoscopy 2 | W_F188.2 | 6 | |
| Pigment Network Identification | PH2 | Sensitivity91.1 | 4 | |
| Medical Image Segmentation | PH2 (external) | Dice0.927 | 2 | |
| Skin Cancer Classification | PH2 | ROC AUC87 | 1 | |
| Medical Image Segmentation | PH2 (5-fold cross-validation) | Metric- | 0 |
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