npj Digital Medicine· 2026Q1
BenchECG and xECG: a benchmark and baseline for ECG foundation models
- 1citations
- Q1SCImago
- 2026year
Short summary
BenchECG, a new open benchmark using 8 datasets (421,171 patients) and 10 tasks, enables rigorous evaluation of ECG foundation models, while the xECG model (using xLSTM and SimDINOv2) achieved the top score (0.838) on it.
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Cardiology and Cardiovascular MedicineMedicine