Preprint
Sep 2026
VPRef: A Cross-Domain Benchmark for Referring Remote Sensing Image Segmentation
This paper establishes the first cross-domain RRSIS benchmark, designated as the Vaihingen-Potsdam Referring (VPRef) dataset, and develops a tailored parameter-efficient domain adaptation baseline anchored on the Segment Anything Model (SAM3) via Low-Rank Adaptation (LoRA).
Quan-Wei Liu, Tao Huang, Jia-Qi Yang et al.
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