TAPIR

Any-point tracking: Generalizes object tracking to arbitrary query points, handling occlusions and re-appearances robustly.

Faster than real-time: On modern GPUs, tracks points faster than real-time on long, high-resolution videos - practical for real-world applications.

SOTA across benchmarks: Outperforms all prior baselines on standard point-tracking benchmarks.

Video understanding building block: Point tracking is a fundamental primitive for video understanding, editing, and robotics - TAPIR made it practical.