ResearchTasksVisio-linguistics CompositionalityVisio-linguistics CompositionalityFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedHard Positive Compositional Benchmark SWAP (test)MACCO-CLIP66.1Test Accuracy (Original)3Jun 12, 2026Hard Positive Compositional Benchmark (test)MACCO-CLIP68.3Original Test Accuracy3Jun 12, 2026