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Groundingsuite: Measuring complex multi-granular pixel grounding.arXiv preprint arXiv:2503.10596, 2025

Rui Hu, Lianghui Zhu, Yuxuan Zhang, Tianheng Cheng, Lei Liu, Heng Liu, Longjin Ran, Xiaoxin Chen, Wenyu Liu, Xinggang Wang · 2025 · arXiv 2503.10596

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  • InstructSAM: Segment Any Instance with Any Instructions cs.CV · 2026-05-25 · unverdicted · none · ref 47

    InstructSAM uses learnable queries in a VLM to condition SAM3 for single-pass multi-instance segmentation from arbitrary instructions, with a new Inst2Seg benchmark.