SOTAVerified

Table Detection

Image credit:Table Detection in the Wild: A Novel Diverse Table Detection Dataset and Method

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 58 papers

TitleStatusHype
Synthetic Data Augmentation for Table Detection: Re-evaluating TableNet's Performance with Automatically Generated Document Images—0
Creating a Historical Migration Dataset from Finnish Church Records, 1800-1920—0
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure AnalysisCode2
RAPTOR: Refined Approach for Product Table Object Recognition—0
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry—0
TabSniper: Towards Accurate Table Detection & Structure Recognition for Bank Statements—0
A Comparative Study of PDF Parsing Tools Across Diverse Document Categories—0
SpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsCode2
TabPedia: Towards Comprehensive Visual Table Understanding with Concept SynergyCode2
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities—0
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection—0
End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents—0
Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer—0
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content—0
Enhancing Vision-Language Pre-training with Rich Supervisions—0
ClusterTabNet: Supervised clustering method for table detection and table structure recognitionCode1
TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement—0
A Review On Table Recognition Based On Deep LearningCode0
Table Detection for Visually Rich Document ImagesCode0
Revisiting Table Detection Datasets for Visually Rich Documents—0
Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer—0
TRACE: Table Reconstruction Aligned to Corner and Edges—0
A large-scale dataset for end-to-end table recognition in the wildCode1
TRR360D: A dataset for 360 degree rotated rectangular box table detectionCode0
Aligning benchmark datasets for table structure recognitionCode4
Show:102550
← PrevPage 1 of 3Next →
All datasetsICDAR2013ICDAR 2019STDW

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1cascadetabnetAvg F11—Unverified
2CDeCNetAvg F11—Unverified
3TableNetAvg F10.97—Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-L (Cascade)Weighted Average F1-score96.55—Unverified
2DiT-B (Cascade)Weighted Average F1-score96.14—Unverified
#ModelMetricClaimedVerifiedStatus
1RetinaNetIoU0.5—Unverified
2Selective SearchIoU0.5—Unverified