ResearchBenchmarksImage-text Retrieval on EchoGround-MIMIC (test)Image-text Retrieval on EchoGround-MIMIC (test)Follow0.0298Recall@5EchoVLM0.0134720.0177110.021950.026189Dec 13, 2025Evaluation resultsMethodMethodLinksRecall@5Recall@10EchoVLM2025.120.02980.057CLIPBackbone=B/16Backbone=B/162025.120.02720.046BiomedCLIP2025.120.02350.0513MetaCLIPBackbone=B/16Backbone=B/162025.120.02350.0491SigLIP2Backbone=B/16Backbone=B/162025.120.01980.0419EchoCLIP2025.120.01940.0403EchoPrimeNumber of frames=16Number of frames=162025.120.01410.0278