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Benchmarks
Multi-class Nuclei Segmentation on MoNuSAC 20% labeled data
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78.1
Dice (Object)
MATCH
73.628
74.789
75.95
77.111
Oct 2, 2025
Dice (Object)
Boundary Error (BE)
Mean Boundary Error (BME)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice (Object)
Boundary Error (BE)
Mean Boundary Error (BME)
MATCH
Class=Epithelial
2025.10
78.1
5.128
186.847
TopoSemiSeg
Class=Epithelial
2025.10
77.8
5.342
195.158
MATCH
Class=Macrophage
2025.10
76.9
5.423
195.381
TopoSemiSeg
Class=Macrophage
2025.10
76.5
5.687
206.732
MATCH
Class=Lymphocyte
2025.10
75.6
5.794
207.693
TopoSemiSeg
Class=Lymphocyte
2025.10
75.1
6.089
218.394
MATCH
Class=Neutrophil
2025.10
74.2
6.187
221.459
TopoSemiSeg
Class=Neutrophil
2025.10
73.8
6.521
234.576
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