/CausalChaos

CausalChaos! Dataset for Video Question Answering

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes

Contents

We provide the following:

  1. Annotations-contains all Question-Answer-Explanation sets
  2. UD, PS, UN Train/Val/Test Splits (vanilla hard negative mining version)
  3. CausalConfusion set

Citation

Please consider citing our work:

@article{causalchaos2024,
  title={CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes},
  author={Parmar, Paritosh and Peh, Eric and Chen, Ruirui and Lam, Ting En and Chen, Yuhan and Tan, Elston and Fernando, Basura},
  journal={arXiv preprint arXiv:2404.01299},
  year={2024}
}