mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Benchmark Model Rank Results
multimodal-table-fact-verification-on-tabfact-image-inputmPLUG-DocOwl (extra data)#3Accuracy: 60.2
infographic-visual-question-answering-on-infovqamPLUG-DocOwl (extra data)#10ANLS: 38.2
visual-question-answering-on-docvqa-testmPLUG-DocOwl (extra data)#88ANLS: 0.622
chart-question-answering-on-chartqamPLUG-DocOwl (extra data)#1071:1 Accuracy: 57.4