ECG-based LVEF classification on EchoNext (External)
72.3AUROCEcho2ECG
Evaluation results
| Method | Links | |
|---|---|---|
| Echo2ECGPaired Modality=Echo, Parameters=7.1M2026.03 | 72.3 | |
| PTACLPaired Modality=CMR, Parameters=19.3M2026.03 | 70.4 | |
| OTiSPaired Modality=-, Parameters=7.1M2026.03 | 69.7 | |
| xECGPaired Modality=-, Parameters=57.0M2026.03 | 69.5 | |
| ECGFounderPaired Modality=-, Parameters=30.7M2026.03 | 68.6 | |
| EchoingECGPaired Modality=Text+Echo, Parameters=126.6M2026.03 | 67.6 |