SwinUnet

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Medical Image SegmentationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Avg DSC· 2021-05-12
90
best: 94.26 (FCT)
SOTA
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation arXiv:2105.05537
Medical Image SegmentationonSynapse multi-organ CT
Avg DSC· uses extra data· 2021-05-12
79.13
best: 90.66 (Interactive AI-SAM gt box)
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation arXiv:2105.05537
Medical Image SegmentationonSynapse multi-organ CT
Avg HD· uses extra data· 2021-05-12
21.55
best: 31.69 (TransUNet)
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation arXiv:2105.05537