Figure 1. Examples of noisy annotations in Cityscapes dataset. Miss-annotated samples: The bicycle in (a); the rider and car in (c). Class-corrupted samples: The rider and bicycle are labeled as person in (a); the motorcycle is labeled as bicycle in (b).