In our thorough experiments, SwinTrack sets a new record with 0. 702 SUC on LaSOT, surpassing STARK by 3. 1% while still running at 45 FPS.
Ranked #1 on Visual Object Tracking on TrackingNet
The average video length of LaSOT is around 2, 500 frames, where each video contains various challenge factors that exist in real world video footage, such as the targets disappearing and re-appearing.
In this paper, we present LaSOT, a high-quality benchmark for Large-scale Single Object Tracking.