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Benchmarks
Gland Segmentation on CRAG (20% labeled data)
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90.9
Dice Object
MATCH
88.092
88.821
89.55
90.279
Oct 2, 2025
Dice Object
Boundary Error (BE)
Boundary Mismatch Error (BME)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice Object
Boundary Error (BE)
Boundary Mismatch Error (BME)
MATCH
labeled ratio=20%
2025.10
90.9
0.188
7.425
LoRA–MedSAM
Model Type=Foundation...
2025.10
89.8
0.268
11.275
LoRA–SAM
Model Type=Foundation...
2025.10
88.2
0.44
27.3
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