Datasets:
Hierarchical Taxonomy Categorizations for evaluation
Hello,
I am trying to reproduce the official CUEBENCH evaluation from the released dataset and Cue-R1 code.
At the moment, I can recover leaf-level labels from the Arrow annotations, such as event / scene / attribute / anomaly-related information. However, I cannot find the hierarchy artifact needed for the official hierarchy metric, especially the file referenced in code as Event_Scene_Hierarchy.json.
Could the authors please clarify whether:
- this hierarchy file will be released,
- there is an official evaluation script for hierarchy score,
- or the exact hierarchy can be reconstructed from the released dataset?
Right now, it seems possible to run inference, but not the official hierarchy evaluation reported in the paper.
Any guidance would be very helpful.
Thank you.
Thanks for your interests in our work and raising this issue.
The missing file Event_Scene_Hierarchy.json and the related hierarchy resources (event_id2n.json and format_event_embeddings_numpy.pt) required for the hierarchy-based evaluation have been uploaded within Annotation/.
Please pull the latest version of the repo, and feel free to let us know if you encounter any further issues.