Body Region Detection on MR Images Head
95.9AccuracySeg-aware MLLM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Seg-aware MLLMmode=Zero-shot, guidance=Segmentation-aware2026.02 | 95.9 | 85.5 | 94 | 89.5 | |
| MLLMmode=Zero-shot, guidance=Radiologist-defined textual prompt2026.02 | 95.7 | 94 | 92.2 | 93.1 | |
| Segmentation-basedmode=Zero-shot, approach=Segmentation-driven2026.02 | 94 | 97.8 | 88.2 | 92.8 |