ProcObject-10K: Benchmarking Object-Centric Procedural Understanding in Instructional Videos
arXiv:2512.03479v2 Announce Type: replace
Abstract: Procedural activities are fundamentally driven by object state transitions, yet existing instructional video benchmarks remain action-centric and cannot evaluate whether models reason about how objec…