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Skin Lesion Classification on HAM10000
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96.32
Accuracy
soft voting ensemble of CNNs
88.6032
90.6066
92.61
94.6134
Dec 23, 2025
Dec 24, 2025
Dec 26, 2025
Dec 28, 2025
Dec 29, 2025
Dec 31, 2025
Jan 2, 2026
Accuracy
F1-Score
AUC
Updated 2d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-Score
AUC
soft voting ensemble of CNNs
Backbone=MobileNetV2
2025.12
96.32
-
-
Ji et al.
2025.12
94.31
-
-
Adebiyi et al.
2025.12
94.11
-
-
DermViT (ViT)
Year=2024, Classes=4,...
2026.01
92.48
91.2
0.98
Ours (EfficientNetV2-L + Attention)
Year=2025, Classes=7,...
2026.01
91.15
91.13
0.993
Zhang et al. (Vision Transformer)
Year=2023, Classes=7,...
2026.01
90.2
88.7
0.981
Thwin et al.
2025.12
90
-
-
Gwilliam et al. (ResNet-50 + XAI)
Year=2023, Classes=7,...
2026.01
89.5
87.9
0.978
Tschandl et al. (Ensemble CNN)
Year=2020, Classes=7,...
2026.01
88.9
87.2
0.976
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