Modern multi-object tracking (MOT) systems usually build trajectories through associating per-frame detections. However, facing the challenges of camera motion, fast and occlusion, it is difficult to ensure quality long-range or even tracklet purity, especially for small objects. Most frameworks depend heavily on performance re-identification (ReID) data association. Unfortunately, ReID-based a...