Data Quality

Google researchers asked 53 practitioners about their data. Ninety-two percent had watched a data problem surface much later in a live system.

Correct the labels in ImageNet and ResNet-18 overtakes ResNet-50. Benchmarks are treated as ground truth and almost never audited.