A Benchmark of Long-tailed Instance Segmentation with Noisy Labels

Guanlin Li, Guowen Xu, Tianwei Zhang

In this paper, we consider the instance segmentation task on a long-tailed dataset, which contains label noise, i.e., some of the annotations are incorrect. There are two main reas…