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Multi-class Skin Lesion Classification on PAD-UFES
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0.956
ROC
ConvNeXt + GRANDE
0.86656
0.88978
0.913
0.93622
Mar 11, 2026
ROC
Accuracy
Balanced Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROC
Accuracy
Balanced Accuracy
F1 Score
ConvNeXt + GRANDE
Modality=multimodal, P...
2026.03
0.956
82.3
73.5
74.7
GRANDE
Modality=tabular
2026.03
0.943
79.2
67.5
69
ConvNeXt + MLP
Modality=multimodal, P...
2026.03
0.94
79.1
68.9
70.3
ConvNeXt + ResNet
Modality=multimodal, P...
2026.03
0.933
77.8
67.6
69.3
MLP
Modality=tabular
2026.03
0.921
76.1
62.2
63.6
ResNet
Modality=tabular
2026.03
0.889
71.2
52.8
52.6
ConvNeXt
Modality=image, Pretra...
2026.03
0.87
67
51.8
53.4
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