ECG Classification on Chaoyang Hospital external (test)
74.5AccuracyPatchECG
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PatchECGfine-tuning=false, threshold recalibration=false2025.08 | 74.5 | 74.3 | 75 | 74 | 74.6 | 77.8 | |
| ECGFounderfine-tuning=false, threshold recalibration=false2025.08 | 62.5 | 60.5 | 72 | 53 | 65.8 | 66.7 | |
| Medformerfine-tuning=false, threshold recalibration=false2025.08 | 49.8 | 49.8 | 64 | 33.5 | 56 | 60.5 | |
| SimMTM-SAITSfine-tuning=false, threshold recalibration=false2025.08 | 49 | 49.1 | 55 | 43 | 51.9 | 54.1 | |
| TimeXerfine-tuning=false, threshold recalibration=false2025.08 | 48.9 | 48.7 | 46 | 51.5 | 47.3 | 48.5 | |
| SimMTM-KNNfine-tuning=false, threshold recalibration=false2025.08 | 48.5 | 48 | 54 | 43 | 51.2 | 53.9 | |
| SimMTMfine-tuning=false, threshold recalibration=false2025.08 | 46.3 | 33.2 | 60 | 39.5 | 42.7 | 54.1 |