Before revision:  Through experiments, comparisons and analyses, the improved one is demonstrated to outperform in accuracy, efficiency and cost .
After revision:  Through experiments, comparisons and analyses, the improved one is demonstrated to outperform the former one in terms of its accuracy, efficiency and cost .