Body Region Detection on MR Images Chest
99.3AccuracySegmentation-based
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Segmentation-basedmode=Zero-shot, approach=Segmentation-driven2026.02 | 99.3 | 92.1 | 100 | 95.9 | |
| MLLMmode=Zero-shot, guidance=Radiologist-defined textual prompt2026.02 | 92.7 | 77.6 | 89.7 | 83.2 | |
| Seg-aware MLLMmode=Zero-shot, guidance=Segmentation-aware2026.02 | 91.4 | 48.3 | 100 | 65.2 |