ResearchBenchmarksImage-to-text retrieval on COCO sports 10% labeledFollow49.79Retrieval Score (Image-to-Text)S-CLIP39.920442.482745.04547.6073May 23, 2023Evaluation ResultsMethodMethodLinksRetrieval Score (Image-to-Text)S-CLIPLabeling strategy=Opti...Labeling strategy=Optimal Transport2023.0549.79Hard-PLLabeling strategy=Hard...Labeling strategy=Hard Pseudo-Labeling2023.0548.72Soft-PLLabeling strategy=Soft...Labeling strategy=Soft Pseudo-Labeling2023.0548.72CLIPTraining protocol=fine...Training protocol=fine-tune2023.0546.59CLIPTraining protocol=orig...Training protocol=original2023.0540.3