Abnormality Classification on EchoNet-Dynamic (test)
66.7F1 ScoreEchoVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EchoVLMView Mode=single-view2026.06 | 66.7 | 50 | |
| MedGemmaView Mode=single-view2026.06 | 51.2 | 50.5 | |
| EchoSonar-RTraining Strategy=GRPO, View Mode=single-view2026.06 | 39.3 | 60.2 | |
| EchoSonar-RTraining Strategy=SFT, View Mode=single-view2026.06 | 37.2 | 58.7 | |
| Chiron-o1View Mode=single-view2026.06 | 36 | 51.8 | |
| LingshuView Mode=single-view2026.06 | 7.7 | 50 | |
| Qwen3-VLView Mode=single-view2026.06 | 5.6 | 50.6 |