Classification on HAM10000 (cross-validation)
58.55Macro F1MobileNetV2 → ResNet50
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MobileNetV2 → ResNet50Variant=Heavy2026.03 | 58.55 | 64.31 | 59.98 | |
| MobileNetV3Small → DenseNet201Variant=Heavy2026.03 | 58.37 | 63.38 | 58.02 | |
| MobileNetV3Small → EfficientNetB6Variant=EcoFair2026.03 | 57.84 | 65.06 | 58.5 | |
| MobileNetV3Small → DenseNet201Variant=EcoFair2026.03 | 57.74 | 64.4 | 58.82 | |
| MobileNetV2 → ResNet50Variant=EcoFair2026.03 | 56.29 | 62.24 | 55.19 | |
| MobileNetV3Small → EfficientNetB6Variant=Lite2026.03 | 55.68 | 62.85 | 57.93 | |
| MobileNetV3Small → DenseNet201Variant=Lite2026.03 | 55.21 | 62.44 | 61.68 | |
| MobileNetV3Small → EfficientNetB6Variant=Heavy2026.03 | 54.68 | 61.41 | 57.14 | |
| MobileNetV2 → ResNet50Variant=Lite2026.03 | 53.05 | 59.32 | 54.42 |