Body Region Detection on MR Images Neck
85.7AccuracySegmentation-based
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Segmentation-basedmode=Zero-shot, approach=Segmentation-driven2026.02 | 85.7 | 90 | 72 | 80 | |
| Seg-aware MLLMmode=Zero-shot, guidance=Segmentation-aware2026.02 | 79 | 32 | 66.7 | 43.2 | |
| MLLMmode=Zero-shot, guidance=Radiologist-defined textual prompt2026.02 | 75.1 | 30.4 | 58.3 | 40 |