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Benchmarks
Nuclear Segmentation on S3
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0.9944
Coverage
MRCNN-AUG
0.834968
0.876359
0.91775
0.959141
Dec 12, 2025
Coverage
Purity
Cell Counts
Updated 4d ago
Evaluation Results
Method
Method
Links
Coverage
Purity
Cell Counts
MRCNN-AUG
Channels=2-plex
2025.12
0.9944
0.9936
257,147
MRCNN
Channels=2-plex
2025.12
0.9905
0.994
252,179
M3-RCNN
Channels=8-plex
2025.12
0.9839
0.9939
255,823
SAM-C
Channels=2-plex
2025.12
0.9765
0.9933
266,559
StarDist
Channels=1-plex
2025.12
0.8866
0.994
240,768
Cellpose2.0
Channels=1-plex
2025.12
0.8411
0.9911
197,136
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