| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Clean canine ECG signals | Autoencoder | Mean0.01 | 30 | 28d ago | |
| Canine ECGs SineWander noise | Mean32,505.62 | 20 | 28d ago | ||
| Canine ECG signals LinearWander noise corruption | Autoencoder | Mean2.62 | 20 | 28d ago | |
| Canine ECGs corrupted with SineWander noise (test) | Mean Statistical Value1.91 | 10 | 28d ago | ||
| Canine ECG LinearWander noise | Autoencoder | Mean Cosine Distance0.24 | 10 | 28d ago | |
| ECG signals corrupted with LinearWander, MuscleArtifact, ShockPulses, and SineWander | Mean SSD45,380.43 | 10 | 28d ago | ||
| Canine ECG signals LinearWander, MuscleArtifact, ShockPulses, SineWander noise | Mean Score17.12 | 10 | 28d ago | ||
| Canine ECG signals corrupted with LinearWander, MuscleArtifact, ShockPulses, and SineWander noise (test) | Mean0.54 | 10 | 28d ago | ||
| ECG signals random noise (amplitude 0.2-2.0) (test) | DeScoD-ECG | SSD3.771 | 10 | 3mo ago |
