A distilled 99M-parameter CLIP gives L-CLIPScore, a lightweight caption metric that matches CLIPScore on human correlation and best improves captioning models when mixed with CIDEr.
Bottom-up and top-down attention for image captioning and visual question answering,
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L-CLIPScore: a Lightweight Embedding-based Captioning Metric for Evaluating and Training
A distilled 99M-parameter CLIP gives L-CLIPScore, a lightweight caption metric that matches CLIPScore on human correlation and best improves captioning models when mixed with CIDEr.