Left Ventricular Filling Pressure (LVFP) Classification on Private Echo Dataset Cine-level (test)
82.57bACCHypOProto
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HypOProtoE2E=false, XAI=true2026.06 | 82.57 | 76 | 91 | 63 | |
| EchoPrime+MLPE2E=false, XAI=false2026.06 | 80.02 | 70 | 87 | 54 | |
| Akerman et al.E2E=true, XAI=false2026.06 | 79.65 | 71 | 87 | 56 | |
| Proto+DINOE2E=false, XAI=true2026.06 | 79.45 | 72 | 88 | 56 | |
| DINO+MLPE2E=false, XAI=false2026.06 | 76.13 | 67 | 84 | 50 |