Skin Cancer Classification on HAM10000 2018
71.2Group 0 ScoreSEPL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SEPLLabel Noise=25%2025.12 | 71.2 | 75.8 | 69.1 | 61.7 | 69.5 | |
| ADRMXLabel Noise=25%2025.12 | 70 | 71 | 60.1 | 57.5 | 64.6 | |
| ERM++Label Noise=25%2025.12 | 69.1 | 75 | 65 | 59.8 | 67.2 | |
| VRExLabel Noise=25%2025.12 | 68.5 | 73.3 | 62.4 | 57 | 65.3 | |
| ERMLabel Noise=25%2025.12 | 67.8 | 73.7 | 61.5 | 60.5 | 65.9 | |
| MixupLabel Noise=25%2025.12 | 67.3 | 71.9 | 59.7 | 60.1 | 64.7 | |
| CORALLabel Noise=25%2025.12 | 67 | 71.6 | 61.5 | 56.8 | 64.2 | |
| GroupDROLabel Noise=25%2025.12 | 66.8 | 73.7 | 59.5 | 57 | 64.3 | |
| IRMLabel Noise=25%2025.12 | 66.8 | 73.8 | 63.5 | 54.6 | 64.6 |