ResearchTasksMulti-modal Knowledge Graph ReasoningMulti-modal Knowledge Graph ReasoningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updated17 MMKGs OverallTOFU47.41MRR9Feb 26, 202617 MMKGs Fully-InductiveKG-ICL44.38MRR9Feb 26, 202617 MMKGs InductiveTOFU54.77MRR9Feb 26, 202617 MMKGs TransductiveTOFU46.87MRR9Feb 26, 2026