CenterMask : Real-Time Anchor-Free Instance Segmentation

Benchmark Model Rank Results
instance-segmentation-on-cocoCenterMask + VoVNet99#53mask AP: 41.8APS: 24.4APM: 44.4APL: 54.3
instance-segmentation-on-cocoCenterMask + VoVNetV2-99 (single-scale)#63mask AP: 40.6AP50: 62.3AP75: 44.1APS: 20.1APM: 42.8APL: 57.0
instance-segmentation-on-cocoCenterMask + X101-32x8d (single-scale)#74mask AP: 39.6AP50: 61.2AP75: 42.9APS: 19.7
instance-segmentation-on-cocoCenterMask + ResNet-101-FPN#82mask AP: 38.3
instance-segmentation-on-cocoCenterMask + VoVNetV2-99 (multi-scale)#104AP50: 66.2AP75: 47.4APS: 27.2
instance-segmentation-on-cocoCenterMask + VoVNetV2-57 (single-scale)#105AP50: 60.8APS: 19.4APM: 41.7
instance-segmentation-on-coco-minivalCenterMask-VoVNetV2-99 (multi-scale)#62mask AP: 42.5
instance-segmentation-on-coco-minivalCenterMask-VoVNetV2-99-3x#72mask AP: 40.2
object-detection-on-cocoCenterMask+VoVNetV2-99 (single-scale)#134box mAP: 45.8AP50: 64.5APS: 27.8APM: 48.3APL: 57.6
object-detection-on-cocoCenterMask+VoVNet2-57 (single-scale)#139box mAP: 44.7AP50: 63.1AP75: 48.6APS: 27.1APL: 55.9
object-detection-on-cocoCenterMask + X-101-32x8d (single-scale)#141box mAP: 44.6AP50: 63.4AP75: 48.4APM: 47.2
object-detection-on-coco-minivalCenterMask+VoVNet99 (multi-scale)#88box AP: 48.6AP50: 67.8
object-detection-on-coco-minivalCenterMask+VoVNetV2-99 (single-scale)#112box AP: 45.6APS: 29.2APL: 58.8
object-detection-on-coco-minivalMask R-CNN (VoVNetV2-99, single-scale)#120box AP: 44.9APS: 28.5APL: 57.7
object-detection-on-coco-minivalCenterMask+VoVNetV2-57 (single-scale)#126box AP: 44.6APS: 27.7APM: 48.3
object-detection-on-coco-minivalCenterMask+X101-32x8d (single-scale)#131box AP: 44.4APS: 26.7APL: 57.1
real-time-instance-segmentation-on-mscocoCenterMask-Lite (ResNet-50-FPN)#12mask AP: 32.9APS: 12.9APM: 34.7APL: 48.7
semi-supervised-instance-segmentation-on-coco-4CenterMask2 (ResNet50)#2mask AP: 10.07
semi-supervised-instance-segmentation-on-coco-5CenterMask2 (ResNet50)#2mask AP: 13.46
semi-supervised-instance-segmentation-on-coco-6CenterMask2 (ResNet50)#2mask AP: 18.04
semi-supervised-instance-segmentation-on-coco-7CenterMask2 (ResNet50)#2mask AP: 22.08