ECG segmentation on LUDB 1/2 labeled ratio N=711
83.5mIoUMT + CardioMix
Evaluation Results
| Method | Links | |
|---|---|---|
| MT + CardioMixBase algorithm=MT, Fusion strategy=CardioMix2026.05 | 83.5 | |
| FixMatch + CardioMixBase algorithm=FixMatch, Fusion strategy=CardioMix2026.05 | 82.1 | |
| CPS + CardioMixBase algorithm=CPS, Fusion strategy=CardioMix2026.05 | 80.9 | |
| ST++ + CardioMixBase algorithm=ST++, Fusion strategy=CardioMix2026.05 | 80.8 | |
| MTBase algorithm=MT2026.05 | 80.4 | |
| FixMatchBase algorithm=FixMatch2026.05 | 80.1 | |
| CPSBase algorithm=CPS2026.05 | 80.1 | |
| ST++Base algorithm=ST++2026.05 | 80.1 | |
| ScratchTraining=Supervised2026.05 | 78.7 | |
| ReCo + CardioMixBase algorithm=ReCo, Fusion strategy=CardioMix2026.05 | 77.3 | |
| ReCoBase algorithm=ReCo2026.05 | 75.1 |