ResearchBenchmarksMedical Image Segmentation on PROMISE12 10% labeled ratio (test)Medical Image Segmentation on PROMISE12 10% labeled ratio (test)Follow83.35DiceSC-SAM61.957267.511173.06578.6189Jan 25, 2026Evaluation resultsMethodMethodLinksDiceIoUHD95ASDSC-SAMSpec. Avail=YesSpec. Avail=Yes2026.0183.3573.543.913.81KnowSAMSpec. Avail=YesSpec. Avail=Yes2026.0182.9373.183.943.92CPC-SAMSpec. Avail=NoSpec. Avail=No2026.0180.4270.7512.045.99SAMSpec. Avail=NoSpec. Avail=No2026.0179.6668.534.025.79MedSAMSpec. Avail=NoSpec. Avail=No2026.0174.7562.124.287.45SAM-Med2DSpec. Avail=NoSpec. Avail=No2026.0162.7848.494.519.29