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Nuclei Segmentation on TNBC transfer from PanNuke (test)
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68.81
Dice Score
prompt-free lightweight SAM adaptation
10.1332
25.3666
40.6
55.8334
Mar 20, 2026
Dice Score
IoU
Updated 25d ago
Evaluation Results
Method
Method
Links
Dice Score
IoU
prompt-free lightweight SAM adaptation
Source Training Datase...
2026.03
68.81
54.57
SAM
Source Training Datase...
2026.03
60.45
44.89
SAM + LoRA
Source Training Datase...
2026.03
55.17
40.15
Trans-SAM
Source Training Datase...
2026.03
48.29
33.68
Swin-Unet
Source Training Datase...
2026.03
39.4
27.84
UCTransNet
Source Training Datase...
2026.03
37.2
28.53
UNet
Source Training Datase...
2026.03
12.39
7.28
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