LVFP Classification on Private Echocardiography Dataset Study-level (test)
84.33bACCEchoPrime+MLP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EchoPrime+MLPE2E=✗, XAI=✗2026.06 | 84.33 | 75 | 88 | 61 | |
| HypOProtoE2E=✗, XAI=✓2026.06 | 83.97 | 79 | 91 | 66 | |
| Akerman et al.E2E=✓, XAI=✗2026.06 | 82.6 | 75 | 89 | 61 | |
| Proto+DINOE2E=✗, XAI=✓2026.06 | 81.49 | 76 | 90 | 61 | |
| DINO+MLPE2E=✗, XAI=✗2026.06 | 80.7 | 73 | 88 | 58 |