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Nuclei Segmentation on PanNuke transfer from TNBC (test)
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71.57
Dice Score
Trans-SAM
25.0508
37.1279
49.205
61.2821
Mar 20, 2026
Dice Score
IoU
Updated 25d ago
Evaluation Results
Method
Method
Links
Dice Score
IoU
Trans-SAM
Source Training Datase...
2026.03
71.57
58.68
UNet
Source Training Datase...
2026.03
68.03
54.36
Swin-Unet
Source Training Datase...
2026.03
63.63
49.15
prompt-free lightweight SAM adaptation
Source Training Datase...
2026.03
60.56
47.33
UCTransNet
Source Training Datase...
2026.03
58.73
44.16
SAM + LoRA
Source Training Datase...
2026.03
52.16
38.64
SAM
Source Training Datase...
2026.03
26.84
16.51
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