The Impact of the Single-Label Assumption in Image Recognition Benchmarking

Esla Timothy Anzaku, Seyed Amir Mousavi, Arnout Van Messem +1

Deep neural networks (DNNs) are typically evaluated under the assumption that each image has a single correct label. However, many images in benchmarks like ImageNet contain multip…