ResearchBenchmarksAortic segmentation on Aortic Segmentation (test)Aortic segmentation on Aortic Segmentation (test)Follow4,220Patch CoverageCascade361.61,363.32,3653,366.7Jan 13, 2026Evaluation resultsMethodMethodLinksPatch CoverageDSCHD95 (mm)Training GPU Memory (GB)Inference GPU Memory (GB)Training Time (h)Inference Time (s)CascadeSegmentation Architect...Segmentation Architecture=Cascade2026.014,220——10.32.5518.50.61nnU-NetSegmentation Architect...Segmentation Architecture=nnU-Net2026.011,250——36.42.03270.76One-stepSegmentation Architect...Segmentation Architecture=One-step2026.01510——32.71.5925.36.2