Document Analysis

AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images ACL 2026 BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation ACL 2026 Boosting Document Parsing Efficiency and Performance with Coarse-to-Fine Visual Processing CVPR 2026 Chart-MRAG: Benchmarking Multimodal Retrieval Augmented Generation on Chart-based Documents ACL 2026 CommonForms: A Large, Diverse Dataset for Form Field Detection WACV 2026 D2Dewarp: Dual Dimensions Geometric Representation Learning Based Document Image Dewarping CVPR 2026 Digitizing Nepal’s Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts ACL 2026 DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ACL 2026 Exploring the Boundaries of Diffusion Models for Offline Writer Identification with Sparse and Intra-Variable Data WACV 2026 FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models ACL 2026 From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding ACL 2026 LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding ACL 2026 MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images ACL 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration CVPR 2026 OmniDocLayout: Towards Diverse Document Layout Generation via Coarse-to-Fine LLM Learning CVPR 2026 ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering CVPR 2026 PP-OCRv5: A Specialized 5M-Parameter Model Rivaling Billion-Parameter Vision-Language Models on OCR Tasks CVPR 2026 Presentation Slide Translation and Layout Error Correction by LLMs ACL 2026 Reading or Reasoning? Format Decoupled Reinforcement Learning for Document OCR CVPR 2026 Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance CVPR 2026 SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing ACL 2026 SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia CVPR 2026 SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026 TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction ACL 2026