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Benchmarks
Segmentation on Cell Nucleus Few-shot
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80
Total Dice
UNet
47.76
56.13
64.5
72.87
May 25, 2026
Total Dice
Instance Dice
Updated 8d ago
Evaluation Results
Method
Method
Links
Total Dice
Instance Dice
UNet
Pre-training Strategy=...
2026.05
80
87
Swin
Pre-training Strategy=...
2026.05
80
93
Cellpose (3D)
Pre-training Strategy=...
2026.05
79
80
Swin (over)
Pre-training Strategy=...
2026.05
79
96
Swin
Pre-training Strategy=...
2026.05
78
95
UNet
Pre-training Strategy=...
2026.05
78
91
Swin
Pre-training Strategy=...
2026.05
76
94
UNet
Pre-training Strategy=...
2026.05
75
86
Cellpose (2D)
Pre-training Strategy=...
2026.05
54
20
uSAM (l)
Pre-training Strategy=...
2026.05
53
12
CellSeg3D
Pre-training Strategy=...
2026.05
51
71
uSAM (b)
Pre-training Strategy=...
2026.05
49
0
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