Skin Lesion Classification on DDI v1 (test)
79AccuracyGuided-tuning (GT)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Guided-tuning (GT)Strategy=Guided-tuning2026.02 | 79 | 79 | 81 | 79 | |
| CT-pretrain + GTStrategy=Contrastive pre-training + Guided-tuning2026.02 | 79 | 81 | 80 | 81 | |
| Daneshjou et al. [6]2026.02 | 77 | 76 | 76 | 77 | |
| Naive + FT + random augmentStrategy=Fine-tuning, Augmentation=random augment2026.02 | 58 | 50 | 54 | 48 | |
| Naive + Fine-tuning (FT)Strategy=Fine-tuning2026.02 | 50 | 53 | 54 | 53 | |
| Naive + CT-pretrainStrategy=Contrastive pre-training2026.02 | 49 | 30 | 28 | 33 | |
| Naive (backprop)Strategy=backprop2026.02 | 12 | 5 | 4 | 11 |