ResearchTasksMulti-modal RetrievalMulti-modal RetrievalFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedM-BEIR (test)V-Retrver-7B69.7Average Recall61Jun 19, 2026M-BEIR Global Pool 1.0 (test)U-MARVEL+48.8VisualNews R@5 (qt->ci)11Feb 26, 2026Office full-modalityMMM4Rec14.67R@105Mar 30, 2026