Lluna Lets Small Unimodal Models Collaborate to Beat Large Omni-Modal Ones

Researchers from William & Mary, CMU, Microsoft and the University of Chicago introduce Lluna, a framework that lets small off-the-shelf unimodal models cooperate via a collaboration graph to fill in missing modalities, beating large omni-modal models with an average 4.26% gain.

2026-10-16 ~ 2026-10-17 · 3 related posts

• Lluna: graph-based unimodal collaboration fixes missing-modality inference failures — williammary · 2026-10-16
• Lluna: A Collaboration Graph of Small Unimodal Models Beats Larger Omni Models — jindong_wang92 · 2026-10-17

1 near-duplicate retellings: jindong_wang92