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cs.CV2026
Through a PRISM, Clearly: Step-Sequence Reasoning for Mistake Recognition in Procedural Videos
Olga Loginova, Oleksandr Bezrukov, Frank Keller
Procedural mistake recognition requires identifying deviations from valid multi-step activities. We study post-completion recognition from videos with benchmark-provided step bound…
cs.CV2026
How to Correctly Make Mistakes: A Framework for Constructing and Benchmarking Mistake Aware Egocentric Procedural Videos
Olga Loginova, Frank Keller
Reliable procedural monitoring in video requires exposure to naturally occurring human errors and the recoveries that follow. In egocentric recordings, mistakes are often partially…