Skin-lesion diagnosis on Skin-lesion (val)
100Melanoma SensitivityMelanoscope AI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Melanoscope AIAttention maps=+ rollout + Grad-CAM, Quantitative interpretability assessment (IoU)=+, Standardised routing algorithm=+ 3 zones, Independent validation in Russia=+ 4 sessions 2025 – 2026, Fitzpatrick phototypes I – IV (Russia)=+, Mobile dermoscopy=+, Software registration in Russia=+ ISP RAS2026.05 | 100 | 88.3 | |
| SkinVisionAttention maps=−, Quantitative interpretability assessment (IoU)=−, Standardised routing algorithm=−, Independent validation in Russia=−, Fitzpatrick phototypes I – IV (Russia)=−, Mobile dermoscopy=Partial, Software registration in Russia=−2026.05 | 91 | 79 | |
| Google Derm. AssistAttention maps=−, Quantitative interpretability assessment (IoU)=−, Standardised routing algorithm=−, Independent validation in Russia=−, Fitzpatrick phototypes I – IV (Russia)=−, Mobile dermoscopy=−, Software registration in Russia=−2026.05 | 83 | 76 |