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Table 7 Detailed metrics for nuclei localisation—65:35 split

From: A graph neural network framework for mapping histological topology in oral mucosal tissue

Inflammatory

Lymphocyte

Fibroblast/endothelial

Epithelial

 

EfficientDet (Stage 1)—Test Set

 mAP

mAP

mAP

mAP

Average mAP

 0.0881

0.5105

0.6466

0.8546

0.5250

  1. Average mAP in bold