SOTAVerified

Document AI

Papers

Showing 2640 of 40 papers

TitleStatusHype
Document AI: Benchmarks, Models and Applications0
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and Beyond0
DoPTA: Improving Document Layout Analysis using Patch-Text Alignment0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts0
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction0
GeoLayoutLM: Geometric Pre-training for Visual Information Extraction0
A Multi-Modal Multilingual Benchmark for Document Image Classification0
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images0
LongFin: A Multimodal Document Understanding Model for Long Financial Domain Documents0
Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding0
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts0
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction0
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents0
Vision Grid Transformer for Document Layout Analysis0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LayoutLMv3Average F199.21Unverified