Multi-class Skin Lesion Classification on PAD-UFES
0.956ROCConvNeXt + GRANDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ConvNeXt + GRANDEModality=multimodal, Pretrained Image Model=True2026.03 | 0.956 | 82.3 | 73.5 | 74.7 | |
| GRANDEModality=tabular2026.03 | 0.943 | 79.2 | 67.5 | 69 | |
| ConvNeXt + MLPModality=multimodal, Pretrained Image Model=True2026.03 | 0.94 | 79.1 | 68.9 | 70.3 | |
| ConvNeXt + ResNetModality=multimodal, Pretrained Image Model=True2026.03 | 0.933 | 77.8 | 67.6 | 69.3 | |
| MLPModality=tabular2026.03 | 0.921 | 76.1 | 62.2 | 63.6 | |
| ResNetModality=tabular2026.03 | 0.889 | 71.2 | 52.8 | 52.6 | |
| ConvNeXtModality=image, Pretrained Image Model=True2026.03 | 0.87 | 67 | 51.8 | 53.4 |