Author

Kai-Yu Li

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Preprint Aug 2026

FIRM: Fine-Grained Intra-Token Representation of Masks for Remote Sensing Reasoning Segmentation

FIRM, a Fine-grained Intra-token Representation of Masks, achieves leading results, including $70.5/80.5/80.5$ gIoU/cIoU on LaSeRS and a $3.0-point average gain on EarthReason.

Weidong Tang, Kai-Yu Li, Yi-Kai Wang et al. · 0 citations