## MOMENTS dataset 
A corpus of video fragments extracted from football games ⚽️ in [SoccerReplay-1988](https://huggingface.co/datasets/Homie0609/SoccerReplay-1988). For each fragment the dataset includes an 'importance' annotation (```important``` or ```non-important```), associated audio commentary, and its corresponding textual transcription.

For obtaining access to the MOMENTS dataset, follow these steps:
1. Request access to the [SoccerReplay-1988 dataset](https://huggingface.co/datasets/Homie0609/SoccerReplay-1988) by signing this [NDA form](https://bifbrprted3.feishu.cn/share/base/form/shrcnkMPY0WTotp0K3mtjJtMgSf).
2. Upon receiving access to SoccerReplay-1988, please forward the information to [this email](mailto:a.k.surikuchi@uva.nl).

🔗 More details about the construction and usage of the dataset are available through our preprint:
```
@misc{surikuchi2026multimodalgoalpostability,
      title={Where is the multimodal goal post? On the Ability of Foundation Models to Recognize Contextually Important Moments}, 
      author={Aditya K Surikuchi and Raquel Fernández and Sandro Pezzelle},
      year={2026},
      eprint={2601.16333},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2601.16333}, 
}
```