ResearchTasksCommon action localizationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedActivityNet Common-Multi-instance 1.3Few-Shot Transformer52.3Video mAP9Feb 26, 2026ActivityNet Common-Instance 1.3Few-Shot Transformer61.9Video mAP9Feb 26, 2026