Medical Image Classification on Skin Lesion Standard Datasets
87.1Accuracy (HAM10000)ViT-L/14
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ViT-L/14Backbone=ViT-L/142024.05 | 87.1 | 76.6 | 88.5 | 94.1 | 75 | 84.3 | |
| Linear ProbeEvaluation Protocol=Linear Probing2024.05 | 82.9 | 71 | 86.5 | 93.5 | 80 | 82.8 | |
| PCBM-h2024.05 | 82.9 | 70.9 | 86 | 93.6 | 75 | 81.7 | |
| LSL2024.05 | 81.5 | 67.5 | 84.5 | 92.5 | 60 | 77.2 | |
| LaBo2024.05 | 80.6 | 68.5 | 82.5 | 93.6 | 75 | 80 | |
| DenseNetBackbone=DenseNet2024.05 | 79 | 69.6 | 69.5 | 91.9 | 45 | 71 | |
| KnoBo2024.05 | 78.2 | 65.6 | 80 | 91.5 | 75 | 78.1 |