InternVL's Document Processing Core Technology
InternVL demonstrates expert-like capabilities in document comprehension and parsing tasks, and is particularly adept at handling complex scenarios such as OCR, form recognition, and document quizzing.
Core capabilities include: 1. high precision text recognition, supporting a variety of printed and handwritten; 2. intelligent form analysis, which can extract structured data from complex forms; 3. document semantic understanding, which can answer all kinds of questions related to document content. Performance metrics show that on the standard DocVQA dataset, InternVL achieves a combined accuracy of 92%, surpassing mainstream open source solutions by 15 percentage points.
Typical application scenarios: automated processing of bank statements in the financial field, fast retrieval of contract terms in the legal field, and helping students answer literature questions in the educational field. These applications show that InternVL has the ability to replace professional manual processing, and in some scenarios even show super human performance.
This answer comes from the articleInternVL: Open Source Multimodal Large Model with Image, Video and Text Processing SupportThe
