ResearchTasksStructured Vision-Language Concept LearningStructured Vision-Language Concept LearningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedVisual Genome (VG) 7-task sequenceOurs86.88Final Accuracy12Feb 26, 2026VAW 4-task sequence (test)LaLo + APR (Ours full approach)87.5Final Accuracy12Feb 26, 2026