ResearchTasksMUI element detectionMUI element detectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedVINSRegionCLIP + APT80.84mAP12Feb 27, 2026MUI-zhRegionCLIP + APT51.23mAP11Feb 27, 2026VINS (test)RegionCLIP + APT4.23mAP (Novel)8Feb 27, 2026MUI-zh (test)Object-centric + APT2.36mAP (Novel)8Feb 27, 2026