DocLayout, MinerU, Marker, Unlimited-OCR [D]

Hi all, So I have been working on document layout analysis for some time now. I have tried the models like Doclayout, Docling, Miner U, marker. I am working with Journals. Overall Docling performs well, but the problem is that it over performs. And mineru u misses some content like the corresponding author on the page-footer. And it is also missing the masthead mark, and the article-type label. In my opinion unlimited OCR performs well in all the tasks, but in general it is failing to recognise any style at all. And it is bad at recognising logos. So I am wondering are there any state of the art models (SOTA) that are good at PDF text extraction and layout extraction ? Thanks submitted by /u/Fickle-Aide9279 [link] [留言]