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. 2022 Apr 13;2022:8431912. doi: 10.1155/2022/8431912

Table 5.

Accuracy comparison of the optimization algorithms.

Optimizers Accuracy
500 1,000 1,500 2,000
RMSprop 0.7031 0.7145 0.7218 0.7232
Adam 0.7191 0.7268 0.7320 0.7330
RAdam 0.7400 0.7447 0.7497 0.7511
Lookahead 0.7548 0.7649 0.7678 0.7747
R-Lookahead 0.7603 0.7861 0.7920 0.8028