Table 2.

Some Related works for using SGD with Momentum optimizer with vision datasets

Year	Authors	Tasks	Datasets	Metrics
2020	Zhang et al. [93]	• Image Classification • Semantic Segmentation • Transfer Learning	• ImageNet • COCO Cityscapes • ADE20K PASCAL	Accuracy = 81.13%
2020	Du et al. [24]	• Image Instance Segmentation • Real-Time Object Detection	• ImageNet • COCO • I Naturalist	AP = 52.5%
2020	Khosla et al. [42]	• Image Classification • Data Augmentation	• ImageNet	Accuracy = 78.7%
2020	Radosavovic, et al. [66]	• Image Classification	• ImageNet	Loss = 37.1%
2021	Ding et al. [23]	• Image Classification	• CIFAR-10 • ImageNet • MNIST	Accuracy = 80%