Before revision:  In contrast, the performance of the  state-of-the-art  Faster R-CNN method decreases significantly. In fact , the use of sparse PI features yields  higher overall recall and accuracy ;
After revision:  In contrast, the performance of the state-of-the-art Faster R-CNN , drops significantly. Moreover , the use of sparse PI features yields higher overall recall and accuracy ;