Xiaomi Tech

Apr 22, 2026 · Artificial Intelligence

SVOR Wins CVPR 2026 Video Object Removal Challenge – Xiaomi’s Open‑Source Solution for Three Tough Problems

The article introduces SVOR, a Xiaomi‑developed video object removal framework that tackles shadow residues, motion jitter, and mask defects with MUSE, DA‑Seg, and a two‑stage training pipeline, achieves new SOTA on multiple benchmarks, and clinches first place in the CVPR 2026 video removal contest, with all code and models released publicly.