ResearchBenchmarksImage-to-Text Retrieval on Polyvore (R@5)Image-to-Text Retrieval on Polyvore (R@5)Follow48.5Recall@5CLIP13.55622.62831.740.772Apr 29, 2026Evaluation resultsMethodMethodLinksRecall@5CLIPvariant=oraclevariant=oracle2026.0448.5ToMA-domain2026.0428.6ToMA2026.0428.5SemiCLIP2026.0428.2CLIPvariant=originalvariant=original2026.0424.3S-CLIP2026.0422.6Soft-PL2026.0418.8CLIPvariant=fine-tunedvariant=fine-tuned2026.0416.3Hard-PL2026.0414.9