Skin lesion classification on molemap+
61.04AccuracyHyperbolic prototype net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Hyperbolic prototype netClass hierarchy=LCD2022.09 | 61.04 | 1.82 | 1.41 | |
| Hyperbolic prototype netClass hierarchy=HCD2022.09 | 60.94 | 1.83 | 1.43 | |
| Euclidean prototype netClass hierarchy=LCD2022.09 | 60.76 | 1.9 | 1.55 | |
| Hyperbolic prototype netClass hierarchy=None2022.09 | 60.68 | 1.91 | 1.63 | |
| Multi-branch CNNClass hierarchy=Yes2022.09 | 60.28 | 1.92 | 1.61 | |
| Soft-labelClass hierarchy=Yes2022.09 | 58.88 | 1.95 | 1.46 | |
| Baseline CNNClass hierarchy=None2022.09 | 58.47 | 1.95 | 1.65 | |
| Fixed-hyperbolic embeddingsClass hierarchy=Yes2022.09 | 56.87 | 1.85 | 1.4 |