VOTSr Benchmark

More details: VOTS2026 Challenge | Home. The current page is for challenge evaluation.

Visual Object Tracking and Segmentation challenge VOTS2026 is a continuation of the VOTS2023 and VOTS2024 challenges, which no longer distinct between single- and multi-target tracking nor between short- and long-term tracking. It requires tracking one or more targets simultaneously by segmentation over long or short sequences, while the targets may disappear during tracking and reappear later in the video.

VOTSr Benchmark: A new referring tracking challenge, with the task to segment objects in video based on descriptions.

Sponsors

The VOTS2026 challenge is sponsored by the Faculty of Computer and Information Science, University of Ljubljana, The Academic and Research Network of Slovenia - ARNES, University of Birmingham, and Wallenberg AI - Autonomous Systems and Software Program WASP.