An Improved Adam Optimization Algorithm Combining Adaptive Coefficients and Composite Gradients Based on Randomized Block Coordinate Descent

Table 4

MSE and accuracy on the CIFAR-10 dataset.

Methods	SGD	AdaGrad	Adam	A-Adam	C-Adam	RBC-Adam	ACGB-Adam
MSE	3.690	3.364	3.191	2.757	2.635	2.798	2.287
Accuracy	0.837	0.826	0.885	0.90	0.92	0.901	0.941