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Biomarker Segmentation on Electron Microscopy (EM) (test)

88.89mIoU

Ours

Updated 4d ago

Evaluation Results

Method	Links
Ours 2025.06		88.89	94.09	94.81	93.43	0.4	2.6934	0.8552
ReN-UNet 2025.04		87.93	93.55	92.86	94.37	0.28	5.3703	0.3047
UNet++ 2025.06		87.01	92.49	92.53	93.38	0.42	4.7633	1.1553
UNet++ 2025.04		87.01	92.49	92.53	93.38	0.42	4.7633	1.1553
U2-Net 2025.06		86.31	92.01	91.92	92.88	0.41	20.817	4.375
U2-Net 2025.04		86.31	92.01	91.92	92.88	0.41	20.817	4.375
PVT-CASCADE 2025.06		86.28	92.05	91.64	93.28	0.44	26.84	5.6181
EMCAD 2025.06		86.02	92.43	93.97	91.02	0.55	19.857	4.1666
UCTransNet 2025.06		85.99	92.32	91.55	93.24	0.46	6.7678	1.5115
UCTransNet 2025.04		85.99	92.32	91.55	93.24	0.46	6.7678	1.5115
FusionU-Net 2025.06		85.92	92.37	93.99	90.87	0.53	4.136	1.1485
nnU-Net 2025.06		85.02	91.86	94.75	89.23	0.64	5.2735	1.2231
nnUNet 2025.04		85.02	91.86	94.75	89.23	0.64	5.2735	1.2231
TransUNet 2025.06		84.86	91.77	94.33	89.42	0.62	6.1746	1.4101
TransUNet 2025.04		84.86	91.77	94.33	89.42	0.62	6.1746	1.4101
SegResNet 2025.06		84.51	90.87	92.79	90.13	0.61	29.482	6.5738
Swin-Unet 2025.06		83.72	91.08	92.18	90.1	0.59	9.7707	1.8287
Swin-Unet 2025.04		83.72	91.08	92.18	90.1	0.59	9.7707	1.8287
Hover-Net 2025.06		79.18	88.31	91.43	85.55	0.84	12.624	2.1152
Hover-Net 2025.04		79.18	88.31	91.43	85.55	0.84	12.624	2.1152
U-Net 2025.06		77.45	85.37	88.82	84.95	1	46.803	10.658
U-Net 2025.04		77.45	85.37	88.82	84.95	1	46.803	10.658