Clinical Consistency Evaluation on CT-RATE (test)
78.7AUC (Macro)RAG-Nearest
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RAG-NearestRetrieval Strategy=Nearest2026.03 | 78.7 | 77.6 | 53.5 | 60.6 | |
| Text-to-CT2026.03 | 74.5 | 73.1 | 47.7 | 54.9 | |
| RAG-RandomRetrieval Strategy=Random2026.03 | 72.9 | 72.8 | 46 | 54.5 | |
| Report2CT2026.03 | 72 | 70.5 | 43.6 | 50.8 | |
| RAG-FarthestRetrieval Strategy=Farthest2026.03 | 71.2 | 71.6 | 42.9 | 52 | |
| GenerateCT2026.03 | 58.1 | 56.8 | 28.5 | 36.1 | |
| MedSyn2026.03 | 56 | 54.7 | 28.2 | 36.2 |