ResearchBenchmarksLong-caption Text-to-Image Retrieval on ShareGPT4VLong-caption Text-to-Image Retrieval on ShareGPT4VFollow0.939Recall@1UniME0.854760.876630.89850.92037Feb 22, 2026Evaluation resultsMethodMethodLinksRecall@1UniMEZero-shot=trueZero-shot=true2026.020.939CREM 7BZero-shot=true, Parame...Zero-shot=true, Parameters=7B2026.020.907CREM 2BZero-shot=true, Parame...Zero-shot=true, Parameters=2B2026.020.903VLM2VecZero-shot=trueZero-shot=true2026.020.858