ResearchBenchmarksShort-caption Text-to-Image Retrieval on Flickr30KFollow83.3Recall@1UniME75.70877.67979.6581.621Feb 22, 2026Evaluation ResultsMethodMethodLinksRecall@1UniMEZero-shot=trueZero-shot=true2026.0283.3CREM 7BZero-shot=true, Parame...Zero-shot=true, Parameters=7B2026.0282.9CREM 2BZero-shot=true, Parame...Zero-shot=true, Parameters=2B2026.0281.4VLM2VecZero-shot=trueZero-shot=true2026.0276