You Only Learn One Representation: Unified Network for Multiple Tasks

Benchmark Model Rank Results
object-detection-on-cocoYOLOR-D6 (1280, single-scale, 30 fps)#48box mAP: 55.4AP50: 73.3AP75: 60.6
object-detection-on-coco-minivalYOLOR-D6 (1280, single-scale, 31 fps)#212AP50: 73.5AP75: 60.6APS: 40.4APM: 60.1APL: 68.7
object-detection-on-coco-minivalYOLOR-P6 (1280, single-scale, 72 fps)#214AP50: 70.6AP75: 57.4APS: 37.4APM: 57.3APL: 65.2
real-time-object-detection-on-cocoYOLOR-D6#12box AP: 55.4FPS (V100, b=1): 30
real-time-object-detection-on-cocoYOLOR-E6#16box AP: 54.8FPS (V100, b=1): 37
real-time-object-detection-on-cocoYOLOR-W6#23box AP: 54.1FPS (V100, b=1): 47
real-time-object-detection-on-cocoYOLOR-P6D#30box AP: 53FPS (V100, b=1): 49
real-time-object-detection-on-cocoYOLOR-P6#38box AP: 52.6FPS (V100, b=1): 49