ResearchBenchmarksImage-to-Text Retrieval on Flickr30K (mAP, P@1, P@5)Follow44.04mAPMLP-1.491210.329422.1533.9706May 21, 2026Evaluation ResultsMethodMethodLinksmAPP@1P@5MLPZero-shot=trueZero-shot=true2026.0544.0453.739.04Text2cptsZero-shot=trueZero-shot=true2026.0542.7149.937.54CSAZero-shot=trueZero-shot=true2026.0538.649.833.9RandomZero-shot=trueZero-shot=true2026.050.260.10.1