Fact · Speech recognition
The authors of the Open ASR Leaderboard paper say that private evaluation sets could help minimize the risk of test-set contamination.
Checked against its source on October 17, 2026
In the source's own words
“private evaluation sets could help minimize the risk of test-set contamination”
Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition Evaluation, Hugging Face and collaborators, arXiv, 2025, Conclusion.
Open the original- What it measures
- The sentence comes from the paper's section on future work to improve benchmark reliability.
- What it does not show
- This is a proposal in the paper's own words. Private sets were not part of the original public leaderboard tracks.