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Benchmarks
Nuclei Instance Segmentation on MoNuSeg
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66.8
AJI
Ours-H
46.936
52.093
57.25
62.407
Mar 30, 2026
AJI
PQ
Updated 19d ago
Evaluation Results
Method
Method
Links
AJI
PQ
Ours-H
variant=H (Large)
2026.03
66.8
66.2
Hover-Net
2026.03
66.1
59
CellViT-H
reproduced=true
2026.03
64.4
49
TopeSeg
2026.03
64.3
62.5
CDNet
2026.03
63
63.4
CIA-Net
2026.03
62
57.7
Micro-Net
2026.03
56
51.9
DIST
2026.03
55.9
44.3
U-Net
2026.03
55.6
47.8
Mask-RCNN
2026.03
54.6
36.5
DCAN
2026.03
47.7
48.8
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