Skin Lesion Classification on HAM10000 (test)
93.32Accuracy
FedAvg-SL
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022.06 | 93.32 | - | - | 57.09 | 87.58 | 89.64 | 59.09 | - | - | - | - | |
2023.03 | 90.6 | - | - | 81.6 | - | - | - | - | - | - | - | |
| 90.51 | - | - | 90.1 | - | - | - | - | - | - | - | ||
2022.06 | 88.94 | - | - | 33.79 | 77.47 | 89.81 | 37.48 | - | - | - | - | |
2023.03 | 88.7 | - | - | 76.3 | - | - | - | - | - | - | - | |
| 87.82 | - | - | 87.97 | - | - | - | - | - | - | - | ||
2026.02 | 87.15 | - | - | 87.15 | - | - | - | - | - | - | - | |
2023.03 | 86.5 | - | - | 73.9 | - | - | - | - | - | - | - | |
2023.03 | 85.7 | - | - | 73.4 | - | - | - | - | - | - | - | |
2021.07 | 85.66 | 76.35 | 78.07 | 76.45 | - | - | - | - | - | - | - | |
2026.02 | 85.12 | - | - | 83.61 | - | - | - | - | - | - | - | |
2026.02 | 85.02 | - | - | - | - | - | - | - | - | - | - | |
2021.07 | 84.73 | 73.88 | 76.55 | 74.63 | - | - | - | - | - | - | - | |
2022.06 | 84.25 | - | - | 29.13 | 70.9 | 93.33 | 29.56 | - | - | - | - | |
2022.06 | 83.22 | - | - | 27.85 | 70.58 | 92.92 | 28.97 | - | - | - | - | |
2022.06 | 83.2 | - | - | 27.9 | 70.86 | 93.39 | 28.32 | - | - | - | - | |
2024.08 | 82.8 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 82.8 | - | - | - | - | - | - | - | - | - | - | |
| 82.78 | - | - | 78.87 | - | - | - | - | - | - | - | ||
| 82.78 | - | - | 78.87 | - | - | - | - | - | - | - | ||
2022.06 | 82.67 | - | - | 29.09 | 70.61 | 91.92 | 30.65 | - | - | - | - | |
2024.11 | 82.6 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 82.5 | - | - | 67.4 | - | - | - | - | - | - | - | |
2021.07 | 82.34 | 72.32 | 74.01 | 72.28 | - | - | - | - | - | - | - | |
2022.06 | 82.01 | - | - | 25.21 | 69.86 | 91.45 | 27.87 | - | - | - | - | |
2024.08 | 81.9 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 81.9 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 81.8 | - | - | 66 | - | - | - | - | - | - | - | |
2021.07 | 81.61 | 71.44 | 73.34 | 71.65 | - | - | - | - | - | - | - | |
2026.02 | 81.57 | - | - | 73.3 | - | - | - | - | - | - | - | |
2026.02 | 81.52 | - | - | 73.61 | - | - | - | - | - | - | - | |
2024.11 | 81.5 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 81.5 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 81.1 | - | - | 66.7 | - | - | - | - | - | - | - | |
2024.11 | 81.1 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 80.9 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 80.7 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 80.5 | - | - | 75.63 | - | - | - | - | - | - | - | |
2024.08 | 80.3 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 80.1 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 79.52 | - | - | 75.06 | - | - | - | - | - | - | - | |
2024.11 | 79.4 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 79.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 79.1 | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 79.05 | - | - | 23.52 | 65.29 | 90.39 | 28.72 | - | - | - | - | |
2024.08 | 78.9 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 78.8 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 78.6 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 78.3 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 77.7 | - | - | - | - | - | - | - | - | - | - | |
2021.07 | 77.16 | 62.71 | 73.37 | 66.7 | - | - | - | - | - | - | - | |
2026.02 | 76.12 | - | - | 40.43 | - | - | - | - | - | - | - | |
2024.08 | 75.6 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 75.6 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 75.5 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 75.5 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 75.4 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 75.3 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 74.9 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 74.3 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 74.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 74.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 73.9 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 73.58 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 73 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 72.25 | - | - | 32.09 | - | - | - | - | - | - | - | |
2024.11 | 72.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 71 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 71 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 70.1 | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 67.9 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 67.3 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 67.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 66.5 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 66.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 62.6 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 61.9 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 61.3 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 60.8 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 59.9 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 56.1 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 54.9 | - | - | - | - | - | - | - | - | - | - | |
2024.11 | 37.8 | - | - | - | - | - | - | - | - | - | - |