Before revision:  Specifically, they help achieve new state of the art performance on large-scale benchmark datasets - ActivityNet-1.3 ( 52.73 mAP@0.5) and THUMOS14 (57.18 mAP@0.5).
After revision:  Specifically, they help achieve new state of the art performance on large-scale benchmark datasets - ActivityNet-1.3 ( 54.34 mAP@0.5) and THUMOS14 (57.18 mAP@0.5).