ResearchBenchmarksImage-Text Retrieval on contextual negation benchmark affirmative-only (test)Image-Text Retrieval on contextual negation benchmark affirmative-only (test)Follow54.6R@1NAST41.28844.74448.251.656Feb 13, 2026Evaluation resultsMethodMethodLinksR@1R@5NAST2026.0254.671.2NegBench2026.0253.870.4ConCLIP2026.0251.268NegCLIP2026.0249.766.3CLIP2026.0241.858.6