SOTAVerified

Table Detection

Papers

Showing 2130 of 58 papers

TitleStatusHype
Robust Table Detection and Structure Recognition from Heterogeneous Document Images0
Schemaless Queries over Document Tables with Dependencies0
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection0
Semantic Table Detection with LayoutLMv30
Synthetic Data Augmentation for Table Detection: Re-evaluating TableNet's Performance with Automatically Generated Document Images0
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities0
A Comparative Study of PDF Parsing Tools Across Diverse Document Categories0
A Conglomerate of Multiple OCR Table Detection and Extraction0
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry0
Creating a Historical Migration Dataset from Finnish Church Records, 1800-19200
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1cascadetabnetAvg F11Unverified
2CDeCNetAvg 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