Abnormality Classification on Private n=1,215 studies (test)
49.4F1 ScoreEchoSonar-R
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EchoSonar-RTraining Strategy=GRPO, View Mode=multi-view2026.06 | 49.4 | 67.4 | |
| EchoSonar-RTraining Strategy=SFT, View Mode=multi-view2026.06 | 45.1 | 65.1 | |
| Chiron-o1View Mode=multi-view2026.06 | 23.9 | 50.3 | |
| LingshuView Mode=multi-view2026.06 | 19.9 | 50.3 | |
| Qwen3-VLView Mode=multi-view2026.06 | 19.6 | 50.3 | |
| MedGemmaView Mode=multi-view2026.06 | 16.2 | 49.2 | |
| EchoVLMView Mode=multi-view2026.06 | 2.7 | 50.1 |