Before revision:  Since Ref-NMS is agnostic to the grounding step, it can be easily integrated into any state-of-the-art two-stage method.
After revision:  Since Ref- NMS is agnostic to the grounding step, it can be easily integrated into any state-of-the-art two-stage method.