Ultrasound Diagnosis on Liver
70.8SAccZoom-then-Diagnose
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zoom-then-DiagnoseStochastic rollouts=8 rollouts, T=0.72026.05 | 70.8 | 67.9 | 13 | 0.15 | |
| MedVLM-R1Stochastic rollouts=8 rollouts, T=0.72026.05 | 55.6 | 55.4 | 40 | -0.03 | |
| CoFStochastic rollouts=8 rollouts, T=0.72026.05 | 55.2 | 55.7 | 44 | 0.2 | |
| Qwen2.5VL†Stochastic rollouts=8 rollouts, T=0.72026.05 | 54.6 | 48.4 | 35 | -0.01 | |
| LingshuStochastic rollouts=8 rollouts, T=0.72026.05 | 54.5 | 50 | 45 | 0.02 | |
| Qwen2.5VLStochastic rollouts=8 rollouts, T=0.72026.05 | 48.3 | 47 | 34 | -0.05 |