SOTAVerified

Document AI

Papers

Showing 2640 of 40 papers

TitleStatusHype
Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)Code1
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images0
Document Understanding Dataset and Evaluation (DUDE)Code1
Context-Aware Chart Element DetectionCode1
GeoLayoutLM: Geometric Pre-training for Visual Information ExtractionCode0
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information ExtractionCode1
Unifying Vision, Text, and Layout for Universal Document ProcessingCode3
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-LoopCode0
DiMSum: Distributed and Multilingual Summarization of Financial NarrativesCode0
Document Intelligence Metrics for Visually Rich Document EvaluationCode1
LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingCode0
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction0
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Document AI: Benchmarks, Models and Applications0
LayoutLM: Pre-training of Text and Layout for Document Image UnderstandingCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LayoutLMv3Average F199.21Unverified