ResearchTasksNegation UnderstandingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedNeg-COCO MCQDCSM48.6Accuracy14Mar 12, 2026SimpleNeg COCO 2014 1.0 (val)Steering54.3Qwen3-VL-32B Top-1 Accuracy5Mar 24, 2026CC-Neg (val)CoN-CLIP99.7Accuracy5Feb 26, 2026