Ultrasound Diagnosis on Breast
88.9SAccZoom-then-Diagnose
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zoom-then-DiagnoseStochastic rollouts=8 rollouts, T=0.72026.05 | 88.9 | 69.2 | 0.09 | 0.28 | |
| MedVLM-R1Stochastic rollouts=8 rollouts, T=0.72026.05 | 85.7 | 50 | 0.14 | -0.02 | |
| Qwen2.5VLStochastic rollouts=8 rollouts, T=0.72026.05 | 77.5 | 52 | 0.13 | -0.03 | |
| Qwen2.5VL†Stochastic rollouts=8 rollouts, T=0.72026.05 | 73.6 | 47 | 0.18 | 0.07 | |
| LingshuStochastic rollouts=8 rollouts, T=0.72026.05 | 72.6 | 50 | 0.27 | 0.02 | |
| CoFStochastic rollouts=8 rollouts, T=0.72026.05 | 67.6 | 52.2 | 0.32 | 0.09 |