Chapman-Shaoxing 12-lead ECG database, figshare release (Zheng 2020): macro-F1
| Rank | Method & evaluation | Macro-averaged F1↑ Higher is better |
|---|---|---|
| 1 | ECGJevEvaluation details12-lead, 6,082/1,296/1,299 split; mean of 3 runs; best in paper vs foundation-encoder heads and generative ECG-LLMs (Table 1, arXiv 2611.02041v1). Value in % Label set: 4 mutually exclusive rhythm classes (AF, SVT, SB, SR) Weights: not released Reported as of: 2026-11-05 | 96.86 |