CenterMask : Real-Time Anchor-Free Instance Segmentation

Benchmark Model Rank Results
semi-supervised-instance-segmentation-on-coco-1-labeled-dataCenterMask2 (ResNet50)#2mask AP: 10.07
semi-supervised-instance-segmentation-on-coco-10-labeled-dataCenterMask2 (ResNet50)#2mask AP: 22.08
semi-supervised-instance-segmentation-on-coco-2-labeled-dataCenterMask2 (ResNet50)#2mask AP: 13.46
semi-supervised-instance-segmentation-on-coco-5-labeled-dataCenterMask2 (ResNet50)#2mask AP: 18.04
real-time-instance-segmentation-on-mscocoCenterMask-Lite (ResNet-50-FPN)#12mask AP: 32.9APS: 12.9APM: 34.7APL: 48.7
instance-segmentation-on-coco-test-devCenterMask + VoVNet99#54mask AP: 41.8APS: 24.4APM: 44.4APL: 54.3
instance-segmentation-on-coco-test-devCenterMask + VoVNetV2-99 (single-scale)#65mask AP: 40.6AP50: 62.3AP75: 44.1APS: 20.1APM: 42.8APL: 57.0
instance-segmentation-on-coco-test-devCenterMask + X101-32x8d (single-scale)#76mask AP: 39.6AP50: 61.2AP75: 42.9APS: 19.7
instance-segmentation-on-coco-test-devCenterMask + ResNet-101-FPN#84mask AP: 38.3
instance-segmentation-on-coco-test-devCenterMask + VoVNetV2-99 (multi-scale)#106AP50: 66.2AP75: 47.4APS: 27.2
instance-segmentation-on-coco-test-devCenterMask + VoVNetV2-57 (single-scale)#107AP50: 60.8APS: 19.4APM: 41.7
instance-segmentation-on-coco-minivalCenterMask-VoVNetV2-99 (multi-scale)#80mask AP: 42.5
instance-segmentation-on-coco-minivalCenterMask-VoVNetV2-99-3x#92mask AP: 40.2
object-detection-on-coco-test-devCenterMask+VoVNetV2-99 (single-scale)#124box mAP: 45.8APS: 27.8APM: 48.3APL: 57.6
object-detection-on-coco-test-devCenterMask + X-101-32x8d (single-scale)#129box mAP: 44.6APS: 27.1APM: 47.2APL: 55.2
object-detection-on-coco-val2017CenterMask2 (VoVNetV2-99, 3x, TTA; official repo)#250box AP: 48.6
object-detection-on-coco-val2017CenterMask (VoVNetV2-99, 3x; official repo)#299box AP: 45.6APS: 29.2APM: 49.3APL: 58.8
object-detection-on-coco-val2017Mask R-CNN (VoVNetV2-99, 3x; CenterMask2 repo)#315box AP: 44.9
object-detection-on-coco-val2017CenterMask (VoVNetV2-57, 3x; official repo)#324box AP: 44.6APS: 27.7APM: 48.3APL: 57.3
object-detection-on-coco-val2017CenterMask (X-101-32x8d, 3x; official repo)#330box AP: 44.4APS: 26.7APM: 47.7APL: 57.1