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SOTA
Medical Image Segmentation
Medical Image Segmentation On Monuseg
Medical Image Segmentation On Monuseg
Metrics
F1
Results
Performance results of various models on this benchmark
Columns
Model Name
F1
Paper Title
Repository
Hi-gMISnet
82.50
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN
U-Net
76.83
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
-
GTUNet
79.26
LViT: Language meets Vision Transformer in Medical Image Segmentation
-
Stardist
84.6
Cell Detection with Star-convex Polygons
-
UNet++
77.01
LViT: Language meets Vision Transformer in Medical Image Segmentation
-
LoGo
79.56
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
-
HistoSeg
75.08
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images
-
LViT-L
81.01
LViT: Language meets Vision Transformer in Medical Image Segmentation
-
UCTransNet
79.87
LViT: Language meets Vision Transformer in Medical Image Segmentation
-
LViT-LW
80.66
LViT: Language meets Vision Transformer in Medical Image Segmentation
-
DoubleUnet-DCA
-
Dual Cross-Attention for Medical Image Segmentation
-
MedT
79.55
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
-
MDM
81.01
Masked Diffusion as Self-supervised Representation Learner
-
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Medical Image Segmentation On Monuseg | SOTA | HyperAI