Image Classification on ISIC-MN (test)
91.8AUCTBF
Evaluation results
| Method | Links | |
|---|---|---|
| TBFEvaluation Protocol=Fine-tuned, Random Perturbation=true2025.12 | 91.8 | |
| EfficientNetEvaluation Protocol=Fine-tuned2025.12 | 91.2 | |
| TBFEvaluation Protocol=Fine-tuned, Tool Selection=All modality-specific tools2025.12 | 91.1 | |
| TBFEvaluation Protocol=Fine-tuned, Random Perturbation=false, alpha=12025.12 | 90.4 | |
| Y-NetEvaluation Protocol=Fine-tuned2025.12 | 86.6 | |
| LlavaMed FTEvaluation Protocol=Fine-tuned2025.12 | 58 | |
| MedGemmaEvaluation Protocol=Zero-shot, Tool Prompts=Included2025.12 | 50 | |
| VisProgEvaluation Protocol=Zero-shot2025.12 | 50 | |
| LlavaMedEvaluation Protocol=Zero-shot2025.12 | 50 | |
| MedGemmaEvaluation Protocol=Zero-shot2025.12 | 48.7 |