Ultrasound Diagnosis on Thyroid (SAcc, ECE, Align, Gap)
84.4SAccZoom-then-Diagnose
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zoom-then-DiagnoseZero-shot transfer=true, Stochastic rollouts=8 rollouts, T=0.72026.05 | 84.4 | 83.4 | 14 | 34 | |
| MedVLM-R1Zero-shot transfer=true, Stochastic rollouts=8 rollouts, T=0.72026.05 | 70.2 | 49.4 | 30 | 2 | |
| Qwen2.5VL†Zero-shot transfer=true, Stochastic rollouts=8 rollouts, T=0.72026.05 | 67.6 | 49.2 | 26 | 2 | |
| LingshuZero-shot transfer=true, Stochastic rollouts=8 rollouts, T=0.72026.05 | 62.4 | 50 | 38 | 0 | |
| CoFZero-shot transfer=true, Stochastic rollouts=8 rollouts, T=0.72026.05 | 60.7 | 52.3 | 37 | 2 | |
| Qwen2.5VLZero-shot transfer=true, Stochastic rollouts=8 rollouts, T=0.72026.05 | 59.7 | 56.5 | 26 | 7 |