MERIT

Reported on 5 benchmarks across 1 task · 1 paper · 2 SOTA

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

Medical5 results

Medical Image SegmentationonMICCAI 2015 Multi-Atlas Abdomen Labeling Challenge
Avg DSC· 2023-03-29
84.9
SOTA
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation arXiv:2303.16892
Medical Image SegmentationonMICCAI 2015 Multi-Atlas Abdomen Labeling Challenge
Avg HD· 2023-03-29
13.22
best: 20.23 (PVT-CASCADE)
SOTA
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation arXiv:2303.16892
Medical Image SegmentationonSynapse multi-organ CT
Avg DSC· 2023-03-29
84.9
best: 90.66 (Interactive AI-SAM gt box)
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation arXiv:2303.16892
Medical Image SegmentationonSynapse multi-organ CT
Avg HD· 2023-03-29
13.22
best: 31.69 (TransUNet)
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation arXiv:2303.16892
Medical Image SegmentationonAutomatic Cardiac Diagnosis Challenge (ACDC)
Avg DSC· 2023-03-29
92.32
best: 94.26 (FCT)
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation arXiv:2303.16892