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Benchmarks
Nuclear Segmentation on S1 (full)
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77.3
AJI+
M3-RCNN
65.132
68.291
71.45
74.609
Dec 12, 2025
AJI+
PQ
Coverage
Purity
Cell Counts
Updated 4d ago
Evaluation Results
Method
Method
Links
AJI+
PQ
Coverage
Purity
Cell Counts
M3-RCNN
Channels=8-plex
2025.12
77.3
76.7
98.22
99.19
255,726
MRCNN
Channels=2-plex
2025.12
76.3
76
98.04
99.3
260,267
MRCNN-AUG
Channels=2-plex
2025.12
76.2
75.9
98.26
99.17
258,782
SAM-C
Channels=2-plex
2025.12
76
74.7
97.62
99.12
257,860
StarDist
Channels=1-plex
2025.12
67.4
68.1
88.47
99.19
247,103
Cellpose2.0
Channels=1-plex
2025.12
65.6
65.2
82.89
98.99
193,658
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