SOTAVerified

Table Detection

Papers

Showing 3140 of 58 papers

TitleStatusHype
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural NetworksCode1
DEXTER: An end-to-end system to extract table contents from electronic medical health documents0
Robust Table Detection and Structure Recognition from Heterogeneous Document Images0
DiT: Self-supervised Pre-training for Document Image TransformerCode1
On Cropped versus Uncropped Training Sets in Tabular Structure Detection0
PubTables-1M: Towards comprehensive table extraction from unstructured documentsCode2
TableSense: Spreadsheet Table Detection with Convolutional Neural NetworksCode1
TNCR: Table Net Detection and Classification DatasetCode1
Flexible Table Recognition and Semantic Interpretation SystemCode0
Multi-Type-TD-TSR -- Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table RepresentationsCode1
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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