ECG Segmentation on QTDB S1 (1/16 (N=22))
60.2mIoUMT + CardioMix
Evaluation Results
| Method | Links | |
|---|---|---|
| MT + CardioMixBase Algorithm=MT, Fusion Strategy=CardioMix2026.05 | 60.2 | |
| MT + UPCBase Algorithm=MT, Fusion Strategy=UPC2026.05 | 56.9 | |
| CPS + CutMixBase Algorithm=CPS, Fusion Strategy=CutMix2026.05 | 56.4 | |
| MT + AugSegBase Algorithm=MT, Fusion Strategy=AugSeg2026.05 | 55.9 | |
| MTBase Algorithm=MT, Fusion Strategy=None2026.05 | 55.1 | |
| MT + CutMixBase Algorithm=MT, Fusion Strategy=CutMix2026.05 | 55.1 | |
| CPS + AugSegBase Algorithm=CPS, Fusion Strategy=AugSeg2026.05 | 55 | |
| FixMatch + CardioMixBase Algorithm=FixMatch, Fusion Strategy=CardioMix2026.05 | 52.9 | |
| ReCo + UPCBase Algorithm=ReCo, Fusion Strategy=UPC2026.05 | 52.9 | |
| ST++ + CardioMixBase Algorithm=ST++, Fusion Strategy=CardioMix2026.05 | 52.9 | |
| ST++ + AugSegBase Algorithm=ST++, Fusion Strategy=AugSeg2026.05 | 52.8 | |
| ReCo + CardioMixBase Algorithm=ReCo, Fusion Strategy=CardioMix2026.05 | 52.7 | |
| FixMatch + UPCBase Algorithm=FixMatch, Fusion Strategy=UPC2026.05 | 52.4 | |
| ST++ + UPCBase Algorithm=ST++, Fusion Strategy=UPC2026.05 | 51.9 | |
| FixMatch + CutMixBase Algorithm=FixMatch, Fusion Strategy=CutMix2026.05 | 51.8 | |
| ReCo + AugSegBase Algorithm=ReCo, Fusion Strategy=AugSeg2026.05 | 51.2 | |
| ST++ + CutMixBase Algorithm=ST++, Fusion Strategy=CutMix2026.05 | 51.2 | |
| CPS + CardioMixBase Algorithm=CPS, Fusion Strategy=CardioMix2026.05 | 51 | |
| FixMatch + AugSegBase Algorithm=FixMatch, Fusion Strategy=AugSeg2026.05 | 50.6 | |
| ST++Base Algorithm=ST++, Fusion Strategy=None2026.05 | 50.6 | |
| FixMatchBase Algorithm=FixMatch, Fusion Strategy=None2026.05 | 48.4 | |
| CPS + UPCBase Algorithm=CPS, Fusion Strategy=UPC2026.05 | 48.3 | |
| ReCo + CutMixBase Algorithm=ReCo, Fusion Strategy=CutMix2026.05 | 48.2 | |
| CPSBase Algorithm=CPS, Fusion Strategy=None2026.05 | 45.8 | |
| ReCoBase Algorithm=ReCo, Fusion Strategy=None2026.05 | 45.6 | |
| ScratchBase Algorithm=None, Fusion Strategy=None2026.05 | 39.1 |