ResearchTasksModality Gap AnalysisModality Gap AnalysisFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedGeneral Multi-modalTPC-CMA0.096Gap11Apr 2, 2026OpenImage V7 (val)Ours31.1Gap3Feb 26, 2026MSR-VTT T-ACLIP0.48RMG Score3Feb 26, 2026MSR-VTT (T-V)CLIP44RMG3Feb 26, 2026MSCOCOCLIP0.43RMG3Feb 26, 2026