SOTAVerified

Table Detection

Papers

Showing 3140 of 58 papers

TitleStatusHype
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks0
DATa: Domain Adaptation-Aided Deep Table Detection Using Visual-Lexical Representations0
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images0
Detecting Table Region in PDF Documents Using Distant Supervision0
DEXTER: An end-to-end system to extract table contents from electronic medical health documents0
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding0
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation0
End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents0
Enhancing Vision-Language Pre-training with Rich Supervisions0
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context0
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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