TSHVNet: Simultaneous Nuclear Instance Segmentation and Classification in Histopathological Images Based on Multiattention Mechanisms

Table 3

Quantitative comparison of nuclear classification results performed by different models on the CoNSeP and PanNuke datasets.

Model	Dataset metrics
	CoNSeP					PanNuke
	Dist	0.732	0.626	0.554	0.509	0.025	0.741	0.402	0.391	0.000	0.137	0.518
Micro-Net	0.721	0.601	0.550	0.495	0.105	0.787	0.464	0.401	0.104	0.448	0.580
HoVer-Net	0.738	0.618	0.564	0.532	0.348	0.790	0.465	0.413	0.153	0.463	0.591
TSHVNet	0.763	0.669	0.621	0.583	0.358	0.820	0.531	0.460	0.179	0.536	0.623