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Nuclei Segmentation on MoNuSeg transfer from PanNuke (test)
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80.65
Dice Score
prompt-free lightweight SAM adaptation
34.6092
46.5621
58.515
70.4679
Mar 20, 2026
Dice Score
mIoU
Updated 25d ago
Evaluation Results
Method
Method
Links
Dice Score
mIoU
prompt-free lightweight SAM adaptation
Source Training Datase...
2026.03
80.65
67.66
SAM
Source Training Datase...
2026.03
76.16
61.81
SAM + LoRA
Source Training Datase...
2026.03
76.02
61.53
Swin-Unet
Source Training Datase...
2026.03
74.2
59.14
Trans-SAM
Source Training Datase...
2026.03
56.31
41.42
UNet
Source Training Datase...
2026.03
51.43
34.9
UCTransNet
Source Training Datase...
2026.03
36.38
24.36
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