Skin Lesion Classification on HAM10000 (Classification and Calibration)
88Accuracy
LoRA-Ensemble
Updated 19d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2024.05 | 88 | 78.3 | 3.7 | 0.342 | 17.5 | - | - | - | |
2024.05 | 85.8 | 74.6 | 10.5 | 0.536 | 21.8 | - | - | - | |
2024.05 | 84.9 | 73.7 | 5.8 | 0.431 | 21.7 | - | - | - | |
2024.05 | 84.1 | 71.4 | 13.9 | 1.138 | 29.1 | - | - | - | |
2024.05 | 83.7 | 71 | 9.9 | 0.631 | 27 | - | - | - | |
2024.05 | 83.2 | 70.7 | 8.5 | 0.569 | 25.6 | - | - | - | |
2024.05 | 76.8 | 58.4 | 6.4 | 0.651 | 33.2 | - | - | - | |
2024.05 | 74.3 | 52.1 | 5.3 | 0.737 | 35.4 | - | - | - | |
2024.05 | 74.1 | 50.7 | 6.5 | 0.766 | 36 | - | - | - | |
2026.05 | 61.83 | - | - | - | - | - | - | - | |
2026.05 | 57.63 | - | - | - | - | - | - | - | |
2026.05 | 52.65 | - | - | - | - | - | - | - | |
2026.05 | 51.4 | - | - | - | - | - | - | - | |
2026.05 | 51.09 | - | - | - | - | - | - | - | |
2026.05 | 50 | - | - | - | - | - | - | - | |
2026.05 | 48.91 | - | - | - | - | - | - | - | |
2026.05 | 45.17 | - | - | - | - | - | - | - | |
2026.05 | 44.24 | - | - | - | - | - | - | - | |
2026.05 | 35.98 | - | - | - | - | - | - | - | |
2026.05 | 16.82 | - | - | - | - | - | - | - | |
2026.04 | - | - | - | - | - | 91.4 | - | - |