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ResearchFormerly WizWand

ECG segmentation on LUDB 1/16 labeled ratio N=84

78.4mIoUMT + CardioMix
65.08868.5447275.456May 15, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MT + CardioMixBase algorithm=Mean Teacher (MT), Fusion strategy=CardioMix2026.0578.4
FixMatch + CardioMixBase algorithm=FixMatch, Fusion strategy=CardioMix2026.0576.8
ReCo + CardioMixBase algorithm=ReCo, Fusion strategy=CardioMix2026.0575.3
CPS + CardioMixBase algorithm=CPS, Fusion strategy=CardioMix2026.0575
MT + UPCBase algorithm=Mean Teacher (MT), Fusion strategy=UPC2026.0574.9
CPS + AugSegBase algorithm=CPS, Fusion strategy=AugSeg2026.0574.4
ReCo + UPCBase algorithm=ReCo, Fusion strategy=UPC2026.0574.3
CPS + CutMixBase algorithm=CPS, Fusion strategy=CutMix2026.0574.1
CPS + UPCBase algorithm=CPS, Fusion strategy=UPC2026.0573.9
MT + CutMixBase algorithm=Mean Teacher (MT), Fusion strategy=CutMix2026.0573.8
MT + AugSegBase algorithm=Mean Teacher (MT), Fusion strategy=AugSeg2026.0573.8
ST++ + CardioMixBase algorithm=ST++, Fusion strategy=CardioMix2026.0573.8
FixMatch + UPCBase algorithm=FixMatch, Fusion strategy=UPC2026.0573.6
MTBase algorithm=Mean Teacher (MT), Fusion strategy=None2026.0573.4
FixMatch + CutMixBase algorithm=FixMatch, Fusion strategy=CutMix2026.0573.4
ST++ + UPCBase algorithm=ST++, Fusion strategy=UPC2026.0573.4
ReCo + CutMixBase algorithm=ReCo, Fusion strategy=CutMix2026.0573.3
ReCo + AugSegBase algorithm=ReCo, Fusion strategy=AugSeg2026.0573.3
FixMatch + AugSegBase algorithm=FixMatch, Fusion strategy=AugSeg2026.0573.1
ST++ + AugSegBase algorithm=ST++, Fusion strategy=AugSeg2026.0572.9
ST++ + CutMixBase algorithm=ST++, Fusion strategy=CutMix2026.0572.3
ReCoBase algorithm=ReCo, Fusion strategy=None2026.0571.7
FixMatchBase algorithm=FixMatch, Fusion strategy=None2026.0571.6
ST++Base algorithm=ST++, Fusion strategy=None2026.0571.6
CPSBase algorithm=CPS, Fusion strategy=None2026.0570.5
ScratchTraining=Supervised2026.0565.6