>> another 2% improvement

2% is HUGE at this point, at least on the datasets that I am familiar with - ImageNet, MS-Coco, PascalVOC etc. And at this point, any modifications or strategies that gets you the 2% improvement is noteworthy, and I know that people in my team are looking forwards to techniques that will give us these improvements.