SOTAVerified

Document AI

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–40 of 40 papers

TitleStatusHype
DocRes: A Generalist Model Toward Unifying Document Image Restoration TasksCode4
Unifying Vision, Text, and Layout for Universal Document ProcessingCode3
LayoutLM: Pre-training of Text and Layout for Document Image UnderstandingCode2
Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)Code1
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and ReasoningCode1
DiT: Self-supervised Pre-training for Document Image TransformerCode1
DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine ReadingCode1
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information ExtractionCode1
Document AI: A Comparative Study of Transformer-Based, Graph-Based Models, and Convolutional Neural Networks For Document Layout AnalysisCode1
Document Understanding Dataset and Evaluation (DUDE)Code1
Document Intelligence Metrics for Visually Rich Document EvaluationCode1
OfficeBench: Benchmarking Language Agents across Multiple Applications for Office AutomationCode1
Context-Aware Chart Element DetectionCode1
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
BoundingDocs: a Unified Dataset for Document Question Answering with Spatial Annotations—0
Can AI Models Appreciate Document Aesthetics? An Exploration of Legibility and Layout Quality in Relation to Prediction Confidence—0
Development of a Legal Document AI-Chatbot—0
Document AI: Benchmarks, Models and Applications—0
DoPTA: Improving Document Layout Analysis using Patch-Text Alignment—0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction—0
H2OVL-Mississippi Vision Language Models Technical Report—0
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images—0
LongFin: A Multimodal Document Understanding Model for Long Financial Domain Documents—0
Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development—0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding—0
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts—0
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction—0
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents—0
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-LoopCode0
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form ParserCode0
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and BeyondCode0
Design of a Quality Management System based on the EU Artificial Intelligence ActCode0
DiMSum: Distributed and Multilingual Summarization of Financial NarrativesCode0
Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document ParsingCode0
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document UnderstandingCode0
GeoLayoutLM: Geometric Pre-training for Visual Information ExtractionCode0
LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingCode0
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document ClassificationCode0
Vision Grid Transformer for Document Layout AnalysisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LayoutLMv3Average F199.21—Unverified