ResearchTasksGeneralized Object DetectionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedPascal VOC 2007+2012 (Split-3)DeFRCN+Meta-ScaledDynamic+Aug63.7HM mAP20Feb 26, 2026Pascal VOC 2007+2012 (Split-1)DeFRCN+Meta-ScaledDynamic+Aug67.7HM mAP20Feb 26, 2026PASCAL VOC Split 2DeFRCN+Meta-ScaledDynamic+Aug54mAP (HM)20Feb 27, 2026PASCAL VOC Split 3TFA w/cos45AP19Feb 27, 2026PASCAL VOC Split 1TFA w/cos45.8AP19Feb 27, 2026