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Benchmarks
Cell Instance Segmentation on MUSC out-of-domain (test)
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20.11
Accuracy
cellpose-cyto
5.85368
9.55484
13.256
16.95716
Mar 31, 2026
Accuracy
Recall
F1 Score
Dice Coefficient
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
Recall
F1 Score
Dice Coefficient
cellpose-cyto
Size (M)=13
2026.03
20.11
43.11
27.42
26.71
cellpose-SAM
Size (M)=308
2026.03
16.92
71.46
27.36
43.59
samcell
Size (M)=91
2026.03
12.48
76.89
21.48
38.35
ucell_1024
Size (M)=26.4
2026.03
7.054
58.45
12.59
36.61
ucell_768
Size (M)=14.7
2026.03
6.402
61.17
11.59
37.72
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