SOTAVerified

Table Detection

Papers

Showing 4150 of 58 papers

TitleStatusHype
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks0
Imagined-Trailing-Whitespace-Agnostic Levenshtein Distance For Plaintext Table Detection0
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images0
A Conglomerate of Multiple OCR Table Detection and Extraction0
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding0
CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document ImagesCode1
IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents0
TableBank: Table Benchmark for Image-based Table Detection and RecognitionCode2
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context0
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documentsCode2
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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