Generalization Capability of UniTabBank
Trained model of UniTabDet using UniTabBank and existing benchmarks
Model/Generalization Capability of UniTabBank/ICT-TD/train/weights/best.pt
Model/Generalization Capability of UniTabBank/Marmot/train/weights/best.pt
Model/Generalization Capability of UniTabBank/PubTables/train/weights/best.pt
Model/Generalization Capability of UniTabBank/TableBank/train/weights/best.pt
Model/Generalization Capability of UniTabBank/TNCR/train/weights/best.pt
Model/Generalization Capability of UniTabBank/UNLV/train/weights/best.pt
Model/Generalization Capability of UniTabBank/UniTabDet/train/weights/best.pt
Comparison with SOTA on TD Benchmarks
Model/Comparison with SOTA on TD Benchmarks/ICT-TD/train/weights/best.pt
Model/Comparison with SOTA on TD Benchmarks/PubTables/train/weights/best.pt
Model/Comparison with SOTA on TD Benchmarks/TableBank/train/weights/best.pt
Model/Comparison with SOTA on TD Benchmarks/TNCR/train/weights/best.pt
Ablation Study
Choice of Architecture
Model/Ablation Study/Choice of Architecture/DocLayOut/train/weights/best.pt
Model/Ablation Study/Choice of Architecture/SparseTableDett/train/weights/model.pth
Model/Ablation Study/Choice of Architecture/TATR/train/weights/model.pth
Model/Ablation Study/Choice of Architecture/UniTabDet/train/weights/best.pt
Impact of Model Parameter
Model/Ablation Study/Impact of Model Parameter/Tiny/train/weights/best.pt
Model/Ablation Study/Impact of Model Parameter/Small/train/weights/best.pt
Model/Ablation Study/Impact of Model Parameter/Medium/train/weights/best.pt
Model/Ablation Study/Impact of Model Parameter/Large/train/weights/best.pt
Model/Ablation Study/Impact of Model Parameter/Extra Large/train/weights/best.pt
Importance of Language
Model/Ablation Study/Importance of Language/Average_Blur/train/weights/best.pt
Model/Ablation Study/Importance of Language/Gaussian_Blur/train/weights/best.pt
Model/Ablation Study/Importance of Language/Median_Blur/train/weights/best.pt
Model/Ablation Study/Importance of Language/UniTabDet/train/weights/best.pt
