Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction

Priyashree Roy, Sujitha Martin, Mohammad Rostami +6

Intelligent document processing (IDP) with vision-language models (VLMs) hinges on confidence scores trustworthy enough to route extractions between automation and human review. Ex…