Longitudinal Follow-up Generative Comparative Interpretation on Chest X-ray Longitudinal follow-up
97.67AccuracyMedReCo-VLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MedReCo-VLMLevel=Attribute, Finding / attribute=Anatomical location, Best baseline=CheXagent-8B2026.06 | 97.67 | 46.51 | |
| MedReCo-VLMLevel=Attribute, Finding / attribute=Spatial distribution, Best baseline=CheXagent-8B2026.06 | 80.95 | 25.4 | |
| MedReCo-VLMLevel=Attribute, Finding / attribute=Relative signal/density/intensity, Best baseline=CheXagent-8B2026.06 | 72.39 | 15.34 | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Pulmonary GGO, Best baseline=CheXagent-8B2026.06 | 71.03 | 14.49 | |
| LingshuLevel=Attribute, Finding / attribute=Anatomical location2026.06 | 69.77 | — | |
| MedReCo-VLMLevel=Finding, Finding / attribute=Pulmonary Consolidation, Best baseline=CheXagent-8B2026.06 | 60.83 | 28.33 | |
| CheXagentLevel=Attribute, Finding / attribute=Relative signal/density/intensity2026.06 | 57.06 | — | |
| CheXagentLevel=Finding, Finding / attribute=Pulmonary GGO2026.06 | 56.54 | — | |
| Hulu-MedLevel=Attribute, Finding / attribute=Anatomical location2026.06 | 55.81 | — | |
| CheXagentLevel=Attribute, Finding / attribute=Spatial distribution2026.06 | 55.56 | — | |
| CheXagentLevel=Attribute, Finding / attribute=Anatomical location2026.06 | 51.16 | — | |
| LingshuLevel=Attribute, Finding / attribute=Spatial distribution2026.06 | 46.03 | — | |
| LingshuLevel=Finding, Finding / attribute=Pulmonary Consolidation2026.06 | 34.17 | — | |
| CheXagentLevel=Finding, Finding / attribute=Pulmonary Consolidation2026.06 | 32.5 | — | |
| Hulu-MedLevel=Attribute, Finding / attribute=Spatial distribution2026.06 | 30.16 | — | |
| LingshuLevel=Finding, Finding / attribute=Pulmonary GGO2026.06 | 28.5 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Pulmonary GGO2026.06 | 22.9 | — | |
| LingshuLevel=Attribute, Finding / attribute=Relative signal/density/intensity2026.06 | 21.47 | — | |
| Hulu-MedLevel=Finding, Finding / attribute=Pulmonary Consolidation2026.06 | 20 | — | |
| Hulu-MedLevel=Attribute, Finding / attribute=Relative signal/density/intensity2026.06 | 15.34 | — |