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Nuclei Segmentation on PanNuke transfer from MoNuSeg (test)
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70.73
Dice Score
prompt-free lightweight SAM adaptation
48.3908
54.1904
59.99
65.7896
Mar 20, 2026
Dice Score
IoU Score
Updated 25d ago
Evaluation Results
Method
Method
Links
Dice Score
IoU Score
prompt-free lightweight SAM adaptation
Source Training Datase...
2026.03
70.73
57.83
UNet
Source Training Datase...
2026.03
66.49
53.17
Swin-Unet
Source Training Datase...
2026.03
56.63
41.22
SAM
Source Training Datase...
2026.03
54.35
40.34
SAM + LoRA
Source Training Datase...
2026.03
54.15
40.51
UCTransNet
Source Training Datase...
2026.03
51.7
36.73
Trans-SAM
Source Training Datase...
2026.03
49.25
36.73
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