2.1k citations · 3k across the 25 of their papers we have counts for
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cs.LG2021★ 15 cited
AI and the Everything in the Whole Wide World Benchmark
Inioluwa Deborah Raji, Emily M. Bender, Amandalynne Paullada +2
There is a tendency across different subfields in AI to valorize a small collection of influential benchmarks. These benchmarks operate as stand-ins for a range of anointed common…
cs.CV2021★ 39 cited
About Face: A Survey of Facial Recognition Evaluation
Inioluwa Deborah Raji, Genevieve Fried
We survey over 100 face datasets constructed between 1976 to 2019 of 145 million images of over 17 million subjects from a range of sources, demographics and conditions. Our histor…