Table 5.

Calibration temperature values and resulting ECE scores for all models and data sets.

Model	Data Set	Temperature	ECE
w/ LCA 2-Layer 768	MNIST	0.65	0.009%
w/o LCA 2-Layer 768	MNIST	1.0	0.007%
w/ LCA 2-Layer 1568	MNIST	0.68	0.006%
w/o LCA 2-Layer 1568	MNIST	0.5	0.005%
w/ LCA 3-Layer 768	MNIST	0.75	0.008%
w/o LCA 3-Layer 768	MNIST	1.0	0.001%
w/ LCA 3-Layer 1568	MNIST	1.0	0.008%
w/o LCA 3-Layer 1568	MNIST	1.0	0.005%
w/ LCA 2-Layer 1568	CIFAR10-Gray	0.289	2.101%
w/o LCA 2-Layer 1568	CIFAR10-Gray	0.2528	2.232%
w/ LCA 2-Layer 3136	CIFAR10-Gray	0.3	2.172%
w/o LCA 2-Layer 3136	CIFAR10-Gray	0.29	2.167%
w/ LCA 3-Layer 1568	CIFAR10-Gray	0.48	2.128%
w/o LCA 3-Layer 1568	CIFAR10-Gray	0.45	2.103%
w/ LCA 3-Layer 3136	CIFAR10-Gray	0.54	2.186%
w/o LCA 3-Layer 3136	CIFAR10-Gray	0.49	2.126%