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Junxi Li

1 paper indexed

arxivcs.CV2026-07-15

EgoProceVQA: A Novel Egocentric Procedural Understanding Task with Self-Skill-Exploration Agent

Junlong Li, Junxi Li, Yuxiang Yang, Wenbin Zou, Lap-Pui Chau, Yi Wang

Most daily activities are inherently procedural. However, existing evaluations for egocentric video understanding seldom address procedural understanding and largely overlook complex key-step-level reasoning under the widely used video question answering (VQA) paradigm for MLLMs.…

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