ResearchBenchmarksReferring Video Object Segmentation on CholecSeg8k-IM (unseen test)Referring Video Object Segmentation on CholecSeg8k-IM (unseen test)Follow66.92Jaccard Score (J)SurgRef64.486465.118265.7566.3818Jan 18, 2026Evaluation resultsMethodMethodLinksJaccard Score (J)F-measureJ&F ScoreDice CoefficientIoUSurgRefKFS module=true, zero-...KFS module=true, zero-shot=true2026.0166.9274.3170.6268.1366.23SurgRefKFS module=false, zero...KFS module=false, zero-shot=true2026.0164.5871.2367.9167.8963.54