EgoOmniWorld: Unifying Egocentric Understanding via Ego-Action-World Interactions.

arXiv:2610.18499v1 Announce Type: cross Abstract: Egocentric video understanding spans diverse capabilities, modalities, and evaluation formats, yet these are often studied in isolation despite their tight coupling in real-world interaction. We propose the Ego