ResearchBenchmarksMedical Image Segmentation on LA dataset 4 labeled scansMedical Image Segmentation on LA dataset 4 labeled scansFollow84.65Mean DiceHPR-SAM63.194868.764974.33579.9051Jul 8, 2026Evaluation resultsMethodMethodLinksMean DiceHPR-SAMsetting=few-shotsetting=few-shot2026.0784.65H-SAMsetting=few-shotsetting=few-shot2026.0783.94SAM Adaptersetting=few-shotsetting=few-shot2026.0782.79SAMedsetting=few-shotsetting=few-shot2026.0782.27AutoSAMsetting=few-shotsetting=few-shot2026.0774.73nnUNetsetting=few-shotsetting=few-shot2026.0764.02