DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision

Benchmark Model Rank Results
box-supervised-instance-segmentation-onDiscoBox#5AP_25: 75.2AP_50: 63.6AP_70: 45.5AP_75: 37.5
box-supervised-instance-segmentation-on-cocoDiscoBox#3mask AP: 37.9
weakly-supervised-instance-segmentation-on-2DiscoBox (ResNeXt-101-DCN-FPN)#1AP: 37.9AP@50: 61.4AP@75: 40.0AP@S: 18.0AP@M: 41.1AP@L: 53.9
weakly-supervised-instance-segmentation-on-2DiscoBox (ResNet-101-DCN-FPN)#2AP: 35.8AP@50: 59.8AP@75: 36.4AP@S: 16.9AP@M: 38.7AP@L: 52.1
weakly-supervised-instance-segmentation-on-2DiscoBox (ResNet-50-FPN)#7AP: 32.0AP@50: 53.6AP@75: 32.6AP@S: 11.7AP@M: 33.7AP@L: 48.4