BoxInst: High-Performance Instance Segmentation with Box Annotations

Benchmark Model Rank Results
box-supervised-instance-segmentation-onBoxInst#2mask AP: 36.5AP_50: 61.4AP_75: 37.0
box-supervised-instance-segmentation-on-cocoBoxInst#4mask AP: 35.0
weakly-supervised-instance-segmentation-on-2BoxInst (ResNet-101-DCN-BiFPN)#3AP: 35.0AP@50: 59.3AP@75: 35.6AP@S: 17.1AP@M: 37.2AP@L: 48.9
weakly-supervised-instance-segmentation-on-2BoxInst (ResNet-101-BiFPN)#4AP: 33.9AP@50: 57.7AP@75: 34.5AP@S: 16.5AP@M: 36.1AP@L: 46.6
weakly-supervised-instance-segmentation-on-2BoxInst (ResNet-101-FPN)#5AP: 33.2AP@50: 56.5AP@75: 33.6AP@S: 16.2AP@M: 35.3AP@L: 45.1
weakly-supervised-instance-segmentation-on-2BoxInst (ResNet-50-FPN)#6AP: 32.1AP@50: 55.1AP@75: 32.4AP@S: 15.6AP@M: 34.3AP@L: 43.5