Ultrasound Lesion Diagnosis and Localization on Thyroid (Ultrasound) (test)
71.8AccuracyMedVLM-R1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedVLM-R1zero-shot transfer setting=true, mode=single-turn, tool-calling=false2026.05 | 71.8 | — | |
| Zoom-then-Diagnosezero-shot transfer setting=true, mode=multi-turn, tool-calling=true2026.05 | 71.8 | 60 | |
| Qwen2.5-VL†zero-shot transfer setting=true, mode=multi-turn, tool-calling=true2026.05 | 69.4 | 37.4 | |
| Chain-of-Focuszero-shot transfer setting=true, mode=multi-turn, tool-calling=true2026.05 | 62.4 | 26.1 | |
| Qwen2.5-VLzero-shot transfer setting=true, mode=single-turn, tool-calling=false2026.05 | 61.2 | — | |
| Lingshuzero-shot transfer setting=true, mode=single-turn, tool-calling=false2026.05 | 42.4 | — |