ResearchTasksLanguage-conditioned Robot Task SuccessFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedComplex Dynamic Scenarios Language + Multi-ObjectAHEAD95.6Success Rate7Jun 2, 2026