CONCAP combines retrieved captions with retrieved concepts to improve multilingual image captioning, reaching 34.2 average CIDEr on XM3600 against 31.8 for Pangea and 25.9 for mBLIP while training on 566K pairs.
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CONCAP: Seeing Beyond English with Concepts Retrieval-Augmented Captioning
CONCAP combines retrieved captions with retrieved concepts to improve multilingual image captioning, reaching 34.2 average CIDEr on XM3600 against 31.8 for Pangea and 25.9 for mBLIP while training on 566K pairs.