Multi-disease diagnosis on CT-RATE (internal val)
83.3AUROCEXACT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EXACTProtocol=Fine-tuning2026.04 | 83.3 | 83.6 | 76.9 | |
| EXACTProtocol=Zero-shot2026.04 | 83 | 83.6 | 76.8 | |
| T3DProtocol=Fine-tuning2026.04 | 80.2 | 77.8 | 76.3 | |
| MedVista3DProtocol=Zero-shot2026.04 | 78.2 | 77 | 74.5 | |
| fVLMProtocol=Zero-shot2026.04 | 77.8 | 75.1 | 71.8 | |
| RadZero3DProtocol=Zero-shot2026.04 | 76.2 | 74.2 | 70.1 | |
| CT-CLIPProtocol=VocabFine2026.04 | 75.6 | 73.8 | 70.5 | |
| CT-CLIPProtocol=ClassFine2026.04 | 75.6 | 72.4 | 68.9 | |
| T3DProtocol=Zero-shot2026.04 | 73.7 | 72.5 | 69 | |
| CT-CLIPProtocol=Zero-shot2026.04 | 73.1 | 70.7 | 66.8 | |
| BIUDProtocol=Zero-shot2026.04 | 71.3 | 71.6 | 68.1 | |
| CT-NetProtocol=Fine-tuning2026.04 | 62.9 | 65.7 | 61.7 | |
| MerlinProtocol=Zero-shot2026.04 | 59.5 | 68.7 | 58.5 |