Mask Scoring R-CNN

CVPR 2019 Zhaojin HuangLichao HuangYongchao GongChang HuangXinggang Wang

Letting a deep network be aware of the quality of its own predictions is an interesting yet important problem. In the task of instance segmentation, the confidence of instance classification is used as mask quality score in most instance segmentation frameworks... (read more)

PDF Abstract

Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Instance Segmentation COCO MS R-CNN + ResNet-101 DCN + FPN Average Precision 39.6% # 5