ResearchBenchmarksImage-to-Text Retrieval on Cornell BirdFollow56.5Recall@10BIOCAP13.75624.85335.9547.047Oct 23, 2025Evaluation ResultsMethodMethodLinksRecall@10BIOCAPBackbone=ViT-B/16Backbone=ViT-B/162025.1056.5FG-CLIPBackbone=ViT-B/16Backbone=ViT-B/162025.1050.3SigLIPBackbone=ViT-B/16Backbone=ViT-B/162025.1048.4CLIPBackbone=ViT-B/16Backbone=ViT-B/162025.1033.8BioTrove-CLIPBackbone=ViT-B/16Backbone=ViT-B/162025.1016.6BIOCLIPBackbone=ViT-B/16Backbone=ViT-B/162025.1015.4