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Nuclei Segmentation on MoNuSeg

73.06mIoU

ReN-UNet

Updated 4d ago

Evaluation Results

Method	Links
ReN-UNet 2025.04		73.06	84.12	-	81.46	87.3	0.0329	2.2422	0.1583
UNet++ 2025.04		69.34	81.83	-	75.31	90.29	0.0422	2.7901	0.6458
U2-Net 2025.04		68.89	81.33	-	77.2	86.88	0.0444	13.445	3.0647
TransUNet 2025.04		67.89	80.22	-	81.58	79.17	0.061	3.5602	0.7379
nnUNet 2025.04		67.6	80.42	-	81.63	80.88	0.0555	3.3357	0.6852
LoGo 2021.02		66.17	-	79.56	-	-	-	-	-
MedT 2021.02		66.17	-	79.55	-	-	-	-	-
Res-UNet 2021.02		66.07	-	79.49	-	-	-	-	-
U-Net++ 2021.02		66.04	-	79.49	-	-	-	-	-
U-Net 2021.02		65.99	-	79.43	-	-	-	-	-
UCTransNet 2025.04		65.56	79.2	-	75.83	82.88	0.0561	18.366	4.2
Swin-Unet 2025.04		65.38	79.01	-	72.38	87.88	0.0403	3.7871	0.7893
Hover-Net 2025.04		62.9	77.26	-	77.67	77.54	0.0689	3.8687	0.8114
Axial Attention U-Net 2021.02		62.49	-	76.83	-	-	-	-	-
Gated Axial Attn. 2021.02		62.01	-	76.44	-	-	-	-	-
U-Net 2025.04		59.62	73.42	-	74.87	73.04	0.0766	3.6609	0.8109
FCN 2021.02		28.71	-	28.84	-	-	-	-	-
U-Net 2024.07		-	65.99	79.43	-	-	-	-	-
U-Net++ 2024.07		-	66.17	79.49	-	-	-	-	-
Med Transformer 2024.07		-	66.17	79.55	-	-	-	-	-
Swin-unet 2024.07		-	64.71	79.56	-	-	-	-	-
MaxViT-UNet 2024.07		-	72.08	83.78	-	-	-	-	-
CellViT-SAM-H 2024.07		-	83.08	86.8	-	-	-	-	-
LKCell-L 2024.07		-	83.96	82.99	-	-	-	-	-