Biomarker Segmentation on Electron Microscopy (EM) (test) benchmark leaderboard · SOTA2 Research

Biomarker Segmentation on Electron Microscopy (EM) (test)

88.89mIoUOurs

Evaluation Results

Method	Links
Ours2025.06		88.89	94.09	94.81	93.43	0.4	2.6934	0.8552
ReN-UNet2025.04		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-Net2025.06		86.31	92.01	91.92	92.88	0.41	20.817	4.375
U2-Net2025.04		86.31	92.01	91.92	92.88	0.41	20.817	4.375
PVT-CASCADE2025.06		86.28	92.05	91.64	93.28	0.44	26.84	5.6181
EMCAD2025.06		86.02	92.43	93.97	91.02	0.55	19.857	4.1666
UCTransNet2025.06		85.99	92.32	91.55	93.24	0.46	6.7678	1.5115
UCTransNet2025.04		85.99	92.32	91.55	93.24	0.46	6.7678	1.5115
FusionU-Net2025.06		85.92	92.37	93.99	90.87	0.53	4.136	1.1485
nnU-Net2025.06		85.02	91.86	94.75	89.23	0.64	5.2735	1.2231
nnUNet2025.04		85.02	91.86	94.75	89.23	0.64	5.2735	1.2231
TransUNet2025.06		84.86	91.77	94.33	89.42	0.62	6.1746	1.4101
TransUNet2025.04		84.86	91.77	94.33	89.42	0.62	6.1746	1.4101
SegResNet2025.06		84.51	90.87	92.79	90.13	0.61	29.482	6.5738
Swin-Unet2025.06		83.72	91.08	92.18	90.1	0.59	9.7707	1.8287
Swin-Unet2025.04		83.72	91.08	92.18	90.1	0.59	9.7707	1.8287
Hover-Net2025.06		79.18	88.31	91.43	85.55	0.84	12.624	2.1152
Hover-Net2025.04		79.18	88.31	91.43	85.55	0.84	12.624	2.1152
U-Net2025.06		77.45	85.37	88.82	84.95	1	46.803	10.658
U-Net2025.04		77.45	85.37	88.82	84.95	1	46.803	10.658