Generative Comparative Interpretation on CT Longitudinal follow-up
92.11AccuracyMedReCo-VLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedReCo-VLMLevel=Attribute, Finding / attribute=Internal composition, Best baseline=Hulu-Med-32B2026.06 | 92.11 | 44.74 | |
| MedReCo-VLMLevel=Attribute, Finding / attribute=Relative signal/density/intensity, Best baseline=Hulu-Med-32B2026.06 | 69.92 | 21.95 | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Liver: Soft tissue density, Best baseline=Hulu-Med-32B2026.06 | 69.77 | 27.91 | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Pulmonary Consolidation, Best baseline=Hulu-Med-32B2026.06 | 68.03 | 23.77 | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Liver: Decreased density, Best baseline=Hulu-Med-32B2026.06 | 67.57 | 16.22 | |
| MedReCo-VLMLevel=Attribute, Finding / attribute=Anatomical location, Best baseline=Hulu-Med-32B2026.06 | 67.5 | 11.25 | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Pulmonary GGO, Best baseline=Hulu-Med-32B2026.06 | 65.08 | 15.08 | |
| MedReCo-VLMLevel=Attribute, Finding / attribute=Spatial distribution, Best baseline=Hulu-Med-32B2026.06 | 62.5 | 22.5 | |
| Hulu-MedLevel=Attribute, Finding / attribute=Anatomical location2026.06 | 56.25 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Liver: Decreased density2026.06 | 51.35 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Pulmonary GGO2026.06 | 50 | — | |
| Hulu-MedLevel=Attribute, Finding / attribute=Relative signal/density/intensity2026.06 | 47.97 | — | |
| Hulu-MedLevel=Attribute, Finding / attribute=Internal composition2026.06 | 47.37 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Pulmonary Consolidation2026.06 | 44.26 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Liver: Soft tissue density2026.06 | 41.86 | — | |
| Hulu-MedLevel=Attribute, Finding / attribute=Spatial distribution2026.06 | 40 | — | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Abd./Pelvic: Lymph node, Best baseline=Hulu-Med-32B2026.06 | 39.13 | 13.04 | |
| MedReCo-VLMLevel=Attribute, Finding / attribute=Lesion size, Best baseline=Hulu-Med-32B2026.06 | 36 | 2 | |
| Hulu-MedLevel=Attribute, Finding / attribute=Lesion size2026.06 | 34 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Abd./Pelvic: Lymph node2026.06 | 26.09 | — |