ResearchTasksVideo Scene DescriptionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedWalkVLM (hard samples)WalkVLM-LR21.4ROUGE-L5May 12, 2026