SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation

Benchmark Model Rank Results
instance-segmentation-on-cocoSipMask (ResNet-101, single-scale test)#83mask AP: 38.1AP50: 60.2AP75: 40.8APS: 17.8APM: 40.8APL: 54.3
real-time-instance-segmentation-on-mscocoSipMask++ (ResNet-101, single-scale test)#8mask AP: 35.4AP50: 55.6AP75: 37.6APS: 11.2APM: 38.3APL: 56.8
real-time-instance-segmentation-on-mscocoSipMask (ResNet-101, single-scale test)#13mask AP: 32.8AP50: 53.4AP75: 34.3APS: 9.3APM: 35.6APL: 54.0
real-time-instance-segmentation-on-mscocoSipMask (ResNet-50, single-scale test)#14mask AP: 31.2AP50: 51.9AP75: 32.3APS: 9.2APM: 33.6APL: 49.8
video-instance-segmentation-on-youtube-vis-1SipMask (ResNet-50, ms-train, single-scale test)#33mask AP: 33.7AP50: 54.1AP75: 35.8AR1: 35.4AR10: 40.1
video-instance-segmentation-on-youtube-vis-1SipMask (ResNet-50, single-scale test)#35mask AP: 32.5AP50: 53AP75: 33.3AR1: 33.5AR10: 38.9