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Xiuzhi Li

1 paper indexed

arxivcs.CV2026-07-31

Is It Time for the Renaissance of Salient Object Detection in the Era of MLLMs?

Wenzhuo Zhao, Xiuzhi Li, Zhongkuan Mao, Ronghao Xian, Yao Jiang, Zhao Gao, et al.

The zero-shot capabilities of multimodal large language models (MLLMs) are pushing salient object detection (SOD) beyond task-specific supervision. To disentangle MLLMs beyond conventional mask-based evaluation, we decompose SOD into localization and segmentation, and re-engineer…

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