ResearchTasksOutlier-aware Object DetectionOutlier-aware Object DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedPASCAL-VOC (ID) vs OpenImages (OD) 2012 (test val)FFS45.08FPR9516Mar 10, 2026Youtube-VIS (ID) MS-COCO (OD) 2021 (test)STUD81.14FPR@955Feb 26, 2026BDD100K (ID) nuImages (OD) (test)FFS76.68FPR@955Feb 26, 2026PASCAL-VOC (ID) vs MS-COCO (OD) 2012 (test val)FFS44.15FPR955Feb 26, 2026