The Batch Newsletter
The Batch: Face Recognition for the Masses, Labeling Libel, Documenting Datasets, What Machines Want to See
Benchmarks have been a significant driver of research progress in machine learning. But they've driven progress in model architecture, not approaches to building datasets, which can have a large impact on performance in practical applications.