https://ahren09.github.io/tags/evaluation/EvaluationHugo Blox Builder (https://hugoblox.com)en-usTue, 03 Feb 2026 00:00:00 +0000https://ahren09.github.io/media/icon_hu_eee6347cbdb2cc3f.pnghttps://ahren09.github.io/tags/evaluation/https://ahren09.github.io/publication/icml26_consistency_umm/Tue, 03 Feb 2026 00:00:00 +0000https://ahren09.github.io/publication/icml26_consistency_umm/<h2 id="abstract">Abstract</h2> <p>Unified multimodal models (UMMs) aim to handle understanding and generation across modalities within a single architecture. Despite rapid progress, current UMMs frequently produce inconsistent outputs across views, modalities, and prompts. In this position paper, we argue that consistency, not capability, should be the priority research target for UMMs.</p> <h2 id="links">Links</h2> <ul> <li> </li> </ul>