Table 2 Comparison of the identification model architectures.

Model	# of parameters [mln.]	Simulated test set			Experimental test set			Inference time [s]
Model	# of parameters [mln.]	F\(_1\)-score	EMR	RMSE	F\(_1\)-score	EMR	RMSE	Inference time [s]
MLP	56	0.50	0.05	0.16	0.42	0.12	0.15	0.1
CNN	45	0.90	0.68	0.07	0.76	0.42	0.12	0.2
ResNet	41	0.89	0.68	0.07	0.77	0.53	0.10	0.3
U-Net	20	0.86	0.63	0.07	0.84	0.62	0.09	0.2
ViT	2	0.84	0.55	0.09	0.84	0.60	0.08	0.6
CCT	5	0.87	0.60	0.08	0.79	0.58	0.08	0.6

Quick links

Search