Instances as Queries

Benchmark Model Rank Results
instance-segmentation-on-cocoQueryInst (single scale)#24mask AP: 49.1AP50: 74.2AP75: 53.8APS: 31.5APM: 51.8APL: 63.2
instance-segmentation-on-coco-minivalQueryInst (single scale)#29mask AP: 48.9AP50: 74.0AP75: 53.9APL: 68.3APM: 52.6APS: 30.8
object-detection-on-cocoQueryInst (single-scale)#43box mAP: 56.1AP50: 75.9AP75: 61.9APS: 37.4APM: 58.9APL: 70.3
object-detection-on-coco-minivalQueryInst (single scale)#45box AP: 56.1AP50: 75.8AP75: 61.7APS: 40.2APM: 59.8APL: 71.5
object-detection-on-coco-oQueryInst (Swin-L)#13Average mAP: 33.2Effective Robustness: 8.26