mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding

Benchmark Model Rank Results
multimodal-table-fact-verification-on-tabfact-image-inputDocOwl2 (extra data)#2Accuracy: 78.2
image-captioning-on-textcapsDocOwl2#5CIDEr: 131.8
visual-question-answering-on-docvqa-testDocOwl2#70ANLS: 0.807
chart-question-answering-on-chartqaDocOwl2#941:1 Accuracy: 70.0