SOTAVerified

Table Detection

Papers

Showing 110 of 58 papers

TitleStatusHype
Aligning benchmark datasets for table structure recognitionCode4
TableBank: A Benchmark Dataset for Table Detection and RecognitionCode2
SpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsCode2
TableBank: Table Benchmark for Image-based Table Detection and RecognitionCode2
TabPedia: Towards Comprehensive Visual Table Understanding with Concept SynergyCode2
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure AnalysisCode2
CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documentsCode2
PubTables-1M: Towards comprehensive table extraction from unstructured documentsCode2
CTE: A Dataset for Contextualized Table ExtractionCode1
Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural NetworksCode1
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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