SOTAVerified

Table Detection

Papers

Showing 110 of 58 papers

TitleStatusHype
Synthetic Data Augmentation for Table Detection: Re-evaluating TableNet's Performance with Automatically Generated Document Images0
Creating a Historical Migration Dataset from Finnish Church Records, 1800-19200
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure AnalysisCode2
RAPTOR: Refined Approach for Product Table Object Recognition0
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry0
TabSniper: Towards Accurate Table Detection & Structure Recognition for Bank Statements0
A Comparative Study of PDF Parsing Tools Across Diverse Document Categories0
SpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsCode2
TabPedia: Towards Comprehensive Visual Table Understanding with Concept SynergyCode2
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CDeCNetAvg F11Unverified
2cascadetabnetAvg F11Unverified
3TableNetAvg F10.97Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-L (Cascade)Weighted Average F1-score96.55Unverified
2DiT-B (Cascade)Weighted Average F1-score96.14Unverified
#ModelMetricClaimedVerifiedStatus
1RetinaNetIoU0.5Unverified
2Selective SearchIoU0.5Unverified