ResearchTasksReasoning Temporal LocalizationReasoning Temporal LocalizationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedReXTimeEventCoT52.88R@0.38Jul 7, 2026ActivityNet RTL (eval)LITA46.3Overall Score6Feb 26, 2026ActivityNet-RTLMDVLM-TAL48.9Overall Score5May 29, 2026ActivityNet RTL v1.0 (test)VideoMind28Precision @ 0.54Feb 26, 2026