A Novel Approach to Optimizing Convolutional Neural Networks for Improved Digital Image Segmentation

Table 2

Split results of MIT dataset.

Index\Model		CNN	RNN	LSTM	Unet	DenseNet	TLDenseNet
PA	Mean	0.6037	0.6632	0.7017	0.6452	0.7123	0.7328
	std	0.0242	0.0193	0.0146	0.0087	0.0901	0.0075
IoU	Mean	0.3253	0.3735	0.3921	0.3590	0.4017	0.4205
	std	0.0194	0.0215	0.0176	0.0131	0.0201	0.0102