| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ECG Classification | EchoNext (test) | Macro AUROC0.813 | 36 | |
| ECG-based LVEF classification | EchoNext (External) | AUROC72.3 | 6 | |
| ECG Classification | EchoNext | Macro AUROC81.9 | 5 | |
| LEF detection | EchoNext internal (test) | AUROC88.4 | 5 |