Instances as Queries

Benchmark Model Rank Results
object-detection-on-coco-oQueryInst (Swin-L)#13Average mAP: 33.2Effective Robustness: 8.26
instance-segmentation-on-coco-test-devQueryInst (single scale)#24mask AP: 49.1AP50: 74.2AP75: 53.8APS: 31.5APM: 51.8APL: 63.2
instance-segmentation-on-coco-minivalQueryInst (single scale)#33mask AP: 48.9AP50: 74.0AP75: 53.9APL: 68.3APM: 52.6APS: 30.8
object-detection-on-coco-test-devQueryInst (Swin-L)#40box mAP: 56.1
object-detection-on-coco-val2017QueryInst (Swin-L)#87box AP: 56.1