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The pictures inside our schooling knowledge are crawled from the net (most are true photos), whilst there may be a good number of cartoon pictures within the coaching data of CLIP. The 2nd variance lies in The reality that CLIP employs graphic-textual content pairs with robust semantic correlation (by phrase filtering) whilst we use weakly correlat