Towards Visual Query Segmentation in the Wild

Advances in Neural Information Processing Systems (NeurIPS) , 2026.

B. Fan*, M. Li*, H. Zhang*, S. Dong, N. P. Mareedu, W. Shi, Y. Feng, Y. Huang, and H. Fan

* Bing Fan, Minghao Li, and Hanzhi Zhang contributed equally. (Co-first authors.)

[paper]

🎬 A benchmark for visual query segmentation in real-world video. Hanzhi co-developed VQS-4K, containing 4,111 videos and more than 1.3 million frames.