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A newer version of the Gradio SDK is available:
5.13.1
Expected File Format
We expect your submitted file to be in the CSV format containing the following columns:
name
: Name of the evaluated unlearning method. Must be unique for each row.verbmem_f
,privleak
,knowmem_f
,knowmem_r
: Evaluation scores.
Following the instructions for evaluation in our GitHub Repository yields an output file precisely of this format.
Quick Links
- Website: Landing page for MUSE.
- arXiv Paper: Detailed information about MUSE and analysis on the baseline unlearning methods.
- GitHub Repository: Evaluation scripts, implementations of the baseline unlearning methods.
- News Dataset, Books Dataset: Two evaluation corpora used by MUSE.
- Leaderboard (You are here): Current rankings of unlearning algorithms for MUSE.
- Summary on Twitter: A concise summary and key takeaways from the project.