Cross-modal retrieval over RobotDesign1M

A working search engine over the scientific-figure corpus behind RobotDesign1M (Le et al., IROS 2026) — plus a domain-adaptive CLIP fine-tune and an audit measuring how much of the corpus is actually robot design.