IMPRINT: Image-Conditioned Query Enrichment for Long-Tail Object Goal Navigation
IMPRINT is introduced, a zero-shot plug-and-play framework that enriches textual object queries with web-sourced images to improve grounding in queryable maps and reveals that translating localization gains to navigation performance depends critically on downstream detection quality, highlighting a key systems bottleneck in long-tail embodied navigation.