OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations Paper • 2412.07626 • Published Dec 10, 2024 • 22
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation Paper • 2412.02592 • Published Dec 3, 2024 • 20
Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction Paper • 2410.21169 • Published Oct 28, 2024 • 30
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception Paper • 2410.12628 • Published Oct 16, 2024 • 29
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models Paper • 2410.09732 • Published Oct 13, 2024 • 54
MinerU: An Open-Source Solution for Precise Document Content Extraction Paper • 2409.18839 • Published Sep 27, 2024 • 27
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios Paper • 2408.17267 • Published Aug 30, 2024 • 23
CDM: A Reliable Metric for Fair and Accurate Formula Recognition Evaluation Paper • 2409.03643 • Published Sep 5, 2024 • 19
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model Paper • 2401.16420 • Published Jan 29, 2024 • 55