Skin Lesion Classification On Pad Ufes 20
Metrics
Balanced Accuracy
Results
Performance results of various models on this benchmark
Model Name | Balanced Accuracy | Paper Title | Repository |
|---|---|---|---|
| CNN + Metablock | 0.77 | An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification | - |
| ViT+ Multimodality Cross-Attention Module | 0.775 | A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata | - |
| LiwTERM model | 0.74 | LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection |
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