ResearchBenchmarksText-to-Image Retrieval on Polyvore (R@5)Text-to-Image Retrieval on Polyvore (R@5)Follow49.3Recall@5CLIP14.87623.81332.7541.687Apr 29, 2026Evaluation resultsMethodMethodLinksRecall@5CLIPvariant=oraclevariant=oracle2026.0449.3ToMA-domain2026.0428.7SemiCLIP2026.0428.6ToMA2026.0428.5CLIPvariant=originalvariant=original2026.0427.4S-CLIP2026.0424.2Soft-PL2026.0421.9Hard-PL2026.0417.3CLIPvariant=fine-tunedvariant=fine-tuned2026.0416.2