DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Benchmark Model Rank Results
object-detection-on-cocoDINO (Swin-L,multi-scale, TTA)#16box mAP: 63.3
object-detection-on-coco-minivalDINO (Swin-L)#14box AP: 63.2
object-detection-on-coco-minivalDINO-5scale (24 epoch)#73box AP: 51.3AP50: 69.1AP75: 56APS: 34.5APM: 54.2APL: 65.8
object-detection-on-coco-minivalDINO-5scale (36 epoch)#74box AP: 51.2AP50: 69AP75: 55.8APS: 35APM: 54.3APL: 65.3
object-detection-on-coco-oDINO (Swin-L)#5Average mAP: 42.1Effective Robustness: 15.76