Rajneesh Tiwari

Consensus Selection over Prompt-Diverse VLM Transcriptions for Expert-Level Document Parsing

We describe a training-free system for the Dr.DocBench document-parsing challenge, which asks for Markdown transcriptions of difficult book pages and scores text, reading order, display formulas and tables. One general vision-language model transcribes every page many times under...