Causal Discovery In Video Reasoning

Causal Discovery in Video Reasoning aims to achieve advanced understanding of video content from a causal perspective. This task identifies the causal relationships between multiple events distributed over time in long videos, constructs a comprehensive and structured event-level video causal graph, and reveals the causes and processes leading to the final outcome event, thereby addressing the shortcomings of existing video reasoning tasks in terms of scope and depth.