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Document Layout Analysis On Publaynet Val

Metriken

Figure

List

Overall

Table

Text

Title

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle

Modellname	Figure	List	Overall	Table	Text	Title
bridging-the-performance-gap-between-detr-and	0.975	0.964	0.957	0.981	0.947	0.918
vsr-a-unified-framework-for-document-layout	0.964	0.947	0.957	0.974	0.967	0.931
dopta-improving-document-layout-analysis	0.970	0.957	0.949	0.977	0.944	0.895
vision-grid-transformer-for-document-layout	0.968	0.940	0.935	0.976	0.930	0.862
unified-pretraining-framework-for-document	0.964	0.937	0.939	0.973	0.939	0.885
layoutlmv3-pre-training-for-document-ai-with	0.970	0.955	0.951	0.979	0.945	0.906
a-graphical-approach-to-document-layout	0.206	0.862	0.722	0.868	0.878	0.800
cdec-net-composite-deformable-cascade-network	-	-	-	0.978	-	-
dit-self-supervised-pre-training-for-document	0.972	0.960	0.949	0.978	0.944	0.893
transformer-based-approach-for-document	0.966	0.975	0.959	0.976	0.958	0.921
190807836	0.937	0.883	0.902	0.954	0.910	0.826
190807836	0.949	0.886	0.910	0.960	0.916	0.840
training-data-efficient-image-transformers	0.957	0.921	0.932	0.972	0.934	0.874
vision-grid-transformer-for-document-layout	0.971	0.968	0.962	0.981	0.950	0.939
beit-bert-pre-training-of-image-transformers	0.957	0.924	0.931	0.973	0.934	0.866