MECD

Multi-Event Causal Discovery

TextsVideosIntroduced 2024-09-26

Provide:

  • 1,105 lifestyle videos that span diverse scenarios.
  • Each video in the MECD dataset contains 4 to 11 events, with a minimum of 2 premise events exhibiting causal relations with the last one.
  • The “duration”, “sentence”, and “timestamps” attributes of each video.
  • A new attribute “relation” to evaluate the video causal discovery ability of the model, and support the supervised training.