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Models/MedT

MedT

Reported on 7 benchmarks across 1 task · 1 paper · 5 SOTA

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

Medical7 results

Medical Image SegmentationonBrain US
F1· 2021-02-21
88.84
SOTA
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662
Medical Image SegmentationonBrain US
IoU· 2021-02-21
81.34
SOTA
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662
Medical Image SegmentationonGlaS
Dice· 2021-02-21
81.02
best: 93.25 (Hi-gMISnet)
SOTA
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662
Medical Image SegmentationonGlaS
F1· 2021-02-21
81.02
best: 93.25 (Hi-gMISnet)
SOTA
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662
Medical Image SegmentationonGlaS
IoU· 2021-02-21
69.61
best: 85.13 (MDM)
SOTA
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662
Medical Image SegmentationonMoNuSeg
F1· 2021-02-21
79.55
best: 84.6 (Stardist)
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662
Medical Image SegmentationonMoNuSeg
IoU· 2021-02-21
66.17
best: 73.06 (ReN-UNet)
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation arXiv:2102.10662