SOTAVerified

Document AI

Papers

Showing 110 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
Document Intelligence Metrics for Visually Rich Document EvaluationCode1
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
DiT: Self-supervised Pre-training for Document Image TransformerCode1
Context-Aware Chart Element DetectionCode1
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LayoutLMv3Average F199.21Unverified