Scaled-YOLOv4: Scaling Cross Stage Partial Network

Benchmark Model Rank Results
object-detection-on-cocoYOLOv4-P7 with TTA#46box mAP: 55.8AP50: 73.2AP75: 61.2
object-detection-on-cocoYOLOv4-P6 with TTA#49box mAP: 54.9AP50: 72.6AP75: 60.2
object-detection-on-cocoYOLOv4-P6 CSP-P6 (single-scale, 32 fps)#55box mAP: 54.3AP50: 72.3AP75: 59.5APS: 36.6APM: 58.2APL: 65.5
object-detection-on-cocoYOLOv4-P5 with TTA#69box mAP: 52.5AP50: 70.3AP75: 58
object-detection-on-cocoYOLOv4 (CD53)#135box mAP: 45.5AP50: 64.1AP75: 49.5APS: 27APM: 49APL: 56.7
object-detection-on-coco-minivalYOLOv4-P7 CSP-P7 (single-scale, 16 fps)#49box AP: 55.4AP50: 73.3AP75: 60.7APS: 38.1APM: 59.5APL: 67.4