Skin Lesion Classification On Pad Ufes 20
평가 지표
Balanced Accuracy
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | 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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