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Biomarker Segmentation on TNBC (test)

72.27IoU

UN-SAM

Updated 4d ago

Evaluation Results

Method	Links
UN-SAM 2025.06		72.27	83.89	-	-	-	-	-
MCADS 2025.06		69.16	81.48	79.63	84.51	0.0276	12.59	1.9611
ReN-UNet 2025.04		66.13	78.99	86.09	74.97	0.0291	10.355	3.248
EMCAD 2025.06		65.13	78.6	82.59	75.88	0.0501	15.953	3.3419
PVT-CASCADE 2025.06		62.46	76.11	82.49	74.41	0.0379	13.506	2.7764
U2-Net 2025.06		61.86	75.63	72.02	82.43	0.0349	14.659	3.4034
U2-Net 2025.04		61.86	75.63	72.02	82.43	0.0349	14.659	3.4034
SegResNet 2025.06		61.63	75.15	79.59	75.42	0.0362	15.314	3.1723
UNet++ 2025.06		60.94	74.53	77.89	75.2	0.037	17.106	3.9056
UNet++ 2025.04		60.94	74.53	77.89	75.2	0.037	17.106	3.9056
TransUNet 2025.06		59.71	73.31	85.69	66.9	0.0518	15.273	3.262
TransUNet 2025.04		59.71	73.31	85.69	66.9	0.0518	15.273	3.262
nnU-Net 2025.06		59.35	73.06	84.57	67.63	0.0511	16.768	3.3843
nnUNet 2025.04		59.35	73.06	84.57	67.63	0.0511	16.768	3.3843
FusionU-Net 2025.06		56.8	71.44	87.84	62.21	0.0557	18.705	3.6262
UCTransNet 2025.06		56.62	71.29	86.83	62.9	0.0549	18.34	3.5854
UCTransNet 2025.04		56.62	71.29	86.83	62.9	0.0549	18.34	3.5854
Swin-Unet 2025.06		55.87	70.2	86.78	62.13	0.0515	19.421	4.3773
Swin-Unet 2025.04		55.87	70.2	86.78	62.13	0.0515	19.421	4.3773
Hover-Net 2025.06		54.89	69.2	88.68	59.57	0.0539	23.017	5.0716
Hover-Net 2025.04		54.89	69.2	88.68	59.57	0.0539	23.017	5.0716
U-Net 2025.06		53.41	67.55	88.79	58.44	0.0548	21.101	5.0472
U-Net 2025.04		53.41	67.55	88.79	58.44	0.0548	21.101	5.0472