ResearchBenchmarksMedical Image Segmentation on PROMISE12 5% labeled ratio (test)Medical Image Segmentation on PROMISE12 5% labeled ratio (test)Follow0.8364DiceSC-SAM0.4780160.5710580.66410.757142Jan 25, 2026Evaluation resultsMethodMethodLinksDiceIoUHD95ASDSC-SAMSpec. Avail=YesSpec. Avail=Yes2026.010.83640.73873.983.79KnowSAMSpec. Avail=YesSpec. Avail=Yes2026.010.78490.67164.116.4CPC-SAMSpec. Avail=NoSpec. Avail=No2026.010.73730.624826.4910.22SAMSpec. Avail=NoSpec. Avail=No2026.010.72260.59394.258.79MedSAMSpec. Avail=NoSpec. Avail=No2026.010.630.48654.8514.91SAM-Med2DSpec. Avail=NoSpec. Avail=No2026.010.49180.358510.7415.58