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Semantic Segmentation on WBCAtt+ (test)
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97.6
Nucleus Segmentation IoU
ConvNeXt-UperNet
96.5704
96.8377
97.105
97.3723
May 19, 2026
Nucleus Segmentation IoU
Cytoplasm Segmentation IoU
Vacuoles Segmentation IoU
Platelets Segmentation IoU
RBC Segmentation IoU
mIoU
Updated 14d ago
Evaluation Results
Method
Method
Links
Nucleus Segmentation IoU
Cytoplasm Segmentation IoU
Vacuoles Segmentation IoU
Platelets Segmentation IoU
RBC Segmentation IoU
mIoU
ConvNeXt-UperNet
Architecture=ConvNeXt-...
2026.05
97.6
95.99
78.54
90.92
99.16
92.44
SwinT-Mask2Former
Architecture=SwinT-Mas...
2026.05
97.55
95.88
80.03
91.51
99.1
92.81
SwinT-UperNet
Architecture=SwinT-Upe...
2026.05
97.3
95.62
78.31
90.67
99.08
92.19
SegFormer
Architecture=SegFormer
2026.05
97.18
95.32
76.74
89.22
98.97
91.48
ResNet-FCN
Architecture=ResNet-FCN
2026.05
96.61
94.64
74.51
89.51
98.61
90.78
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