X-ray understanding on MIMIC-CXR uncertain as negative
57.3Micro F1 (14 classes)LLaVA-Rad
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LLaVA-RadUnd. Params=7B2026.01 | 57.3 | 57.4 | 39.5 | 47.7 | |
| Med-PaLM MUnd. Params=84B2026.01 | 53.6 | 57.9 | 39.8 | 51.6 | |
| UniXUnd. Params=1.5B2026.01 | 53.6 | 56.6 | 33.2 | 47.3 | |
| RGRGUnd. Params=<1B2026.01 | 38.9 | 47.2 | 23.7 | 40.8 | |
| GPT-4V2026.01 | 35.5 | 25.8 | 20.4 | 19.6 | |
| LLaVA-MedUnd. Params=7B2026.01 | 27.2 | 22 | 15.5 | 16.6 | |
| HealthGPTUnd. Params=3.8B2026.01 | 24.2 | 25.1 | 14.6 | 18.5 | |
| PromptMRGUnd. Params=<1B2026.01 | 15.3 | 6 | 7.8 | 3.5 |