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ResearchFormerly WizWand

Histopathology Image Segmentation on MoNuSeg

81.7Dice (Object Level)Fully-Supervised
73.79675.84877.979.952Oct 2, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Fully-SupervisedLabel Ratio (%)=100 (Full)2025.1081.72.491142.429729.017
TopoSemiSegLabel Ratio (%)=202025.1079.35.15188.6421,105.946
OursLabel Ratio (%)=202025.10794.93179.225982.286
OursLabel Ratio (%)=102025.1078.55.594192.8631,011.857
TopoSemiSegLabel Ratio (%)=102025.1078.36.661196.3571,068.401
URPCLabel Ratio (%)=202025.1077.95.325193.4291,025.431
PMTLabel Ratio (%)=202025.1077.86.5195.1251,080.476
EMLabel Ratio (%)=202025.1077.77.16198.5711,142.661
XNetLabel Ratio (%)=202025.1077.66.75198.5251,117.406
URPCLabel Ratio (%)=102025.1077.46.829214.4281,098.372
UA-MTLabel Ratio (%)=202025.1077.29.406246.8571,336.684
MTLabel Ratio (%)=202025.1076.712.522246.7861,350.751
PMTLabel Ratio (%)=102025.1076.47.515227.651,210.4
XNetLabel Ratio (%)=102025.1076.27.152220.4051,122.799
EMLabel Ratio (%)=102025.1075.710.339257.0711,319.815
MTLabel Ratio (%)=102025.1074.810.21292.8571,526.079
UA-MTLabel Ratio (%)=102025.1074.110.227255.4281,316.272