Active Testing: An Efficient and Robust Framework for Estimating Accuracy

Phuc Nguyen, Deva Ramanan, Charless Fowlkes

Much recent work on visual recognition aims to scale up learning to massive, noisily-annotated datasets. We address the problem of scaling- up the evaluation of such models to larg…