ResearchBenchmarksImage-text retrieval on Contextual negation benchmark (test)Image-text retrieval on Contextual negation benchmark (test)Follow49.5R@1NAST22.4629.4836.543.52Feb 13, 2026Evaluation resultsMethodMethodLinksR@1R@5NAST2026.0249.565.7NegBench2026.0243.159.2ConCLIP2026.0239.755.8NegCLIP2026.0236.252.4CLIP2026.0223.534.7