SOTAVerified

Table Detection

Papers

Showing 1120 of 58 papers

TitleStatusHype
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection0
End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents0
Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer0
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content0
Enhancing Vision-Language Pre-training with Rich Supervisions0
ClusterTabNet: Supervised clustering method for table detection and table structure recognitionCode1
TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement0
A Review On Table Recognition Based On Deep LearningCode0
Table Detection for Visually Rich Document ImagesCode0
Revisiting Table Detection Datasets for Visually Rich Documents0
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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