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Appen Provides Private, High-Quality Audio Data to Hugging Face's Open ASR Leaderboard
Appen, Appen (press release), 2026
Read the originalRead on October 17, 2026
- What it is
- Appen's press release of May 2026, announcing that it supplies private English test audio to the Open ASR Leaderboard. The release says the private sets are meant to counter optimization for public test sets.
- How much weight it carries
- A vendor's own announcement about a product it sells, so it is a claim by Appen and not an independent evaluation. The quoted definition of benchmaxxing is the company's wording. It describes the reason for the private sets, not their results.
Facts taken from this source
- Appen defines benchmaxxing as optimizing models specifically to score well on public test sets without equivalent gains in real-world performance.
“the practice of optimizing models specifically to score well on public test sets without achieving equivalent gains in real-world performance” (Press release, paragraph 2)
- Appen provides a suite of new, private English-language audio datasets for the Open ASR Leaderboard.
“To address this, Appen provides a suite of new, private English-language audio datasets” (Press release, paragraph 2)