Codesota · Benchmark · ACDCHome/Leaderboards/ACDC
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ACDC.

150 cardiac MRI cases (100 training, 50 test) from 5 patient groups: normal, myocardial infarction, dilated cardiomyopathy, hypertrophic cardiomyopathy, and abnormal right ventricle. Segments right ventricle (RV), myocardium (Myo), and left ventricle (LV). MICCAI 2017 challenge.

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mean-dsc

Mean Dsc is the reported evaluation metric for ACDC. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for mean-dscverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01MedNeXt-L
Mean DSC on ACDC cardiac MRI. Table 3, MedNeXt-L arxiv:2303.09975.
verified92.652023Paper ↗Code ↗Looks wrong?
02nnU-Net v2
Mean DSC on ACDC cardiac MRI. nnU-Net v2 baseline from MedNeXt Table 3, arxiv:2303.09975.
verified91.612023Paper ↗Code ↗Looks wrong?
03LightM-UNet
Mean DSC on ACDC cardiac MRI. Table 2, LightM-UNet arxiv:2403.02098.
verified90.492024Paper ↗Code ↗Looks wrong?
04U-Mamba (Bot)
Mean DSC on ACDC cardiac MRI. Table 3, U-Mamba arxiv:2401.04722.
verified90.322024Paper ↗Code ↗Looks wrong?
05nnFormer
Mean DSC on ACDC cardiac MRI. Table 2, nnFormer arxiv:2109.03201.
verified90.222021Paper ↗Code ↗Looks wrong?
06TransUNet
Mean DSC on ACDC cardiac MRI (RV, Myo, LV). Table 2, TransUNet arxiv:2102.04306.
verified89.072021Paper ↗Code ↗Looks wrong?
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