Classification 벤치마크
Classification on ISIC 2019
Balanced Multi-Class Accuracy
- 2022-06-08 — CASS: Balanced Multi-Class Accuracy 0.6519
- 2025-10-29 — AI-Powered Early Detection of Critical D: Balanced Multi-Class Accuracy 0.89
| Rank | Model | Balanced Multi-Class Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | AI-Powered Early Detection of Critical D 자동 추출 | 0.89 | AI-Powered Early Detection of Critical Diseases using Image Processing and Audio Analysis | 2025 | |
| 2 | MelanomaNet 자동 추출 | 0.8564 | MelanomaNet: Explainable Deep Learning for Skin Lesion Classification | 2025 | |
| 3 | CASS | 0.6519 | CASS: Cross Architectural Self-Supervision for Medical Image Analysis | pranavsinghps1/CASS | 2022 |