CPPE-5: Medical Personal Protective Equipment Dataset

Benchmark Model Rank Results
object-detection-on-cppe-5TridentNet#1box AP: 52.9AP50: 85.1AP75: 58.3APS: 42.6APM: 41.3APL: 62.6
object-detection-on-cppe-5Empirical Attention#2box AP: 52.5AP50: 86.5AP75: 54.1APS: 38.7APM: 43.4APL: 61.0
object-detection-on-cppe-5Double Heads#3box AP: 52.0AP50: 87.3AP75: 55.2APS: 38.6APM: 41.0APL: 60.8
object-detection-on-cppe-5Deformable Convolutional Network#4box AP: 51.6AP50: 87.1AP75: 55.9APS: 36.3APM: 41.4APL: 61.3
object-detection-on-cppe-5RegNet#5box AP: 51.3AP50: 85.3AP75: 51.8APS: 35.7APM: 41.1APL: 60.5
object-detection-on-cppe-5VarifocalNet#6box AP: 51.0AP50: 82.6AP75: 56.7APS: 39.0APM: 42.1APL: 58.8
object-detection-on-cppe-5Localization Distillation#7box AP: 50.9AP50: 76.5AP75: 58.8APS: 45.8APM: 43.0APL: 59.4
object-detection-on-cppe-5FSAF#8box AP: 49.2AP50: 84.7AP75: 48.2APS: 45.3APM: 39.6APL: 56.7
object-detection-on-cppe-5Deformable DETR#9box AP: 48.0AP50: 76.9AP75: 52.8APS: 36.4APM: 35.2APL: 53.9
object-detection-on-cppe-5Grid RCNN#10box AP: 47.5AP50: 77.9AP75: 50.6APS: 43.4APM: 37.2APL: 54.4
object-detection-on-cppe-5FCOS#11box AP: 44.4AP50: 79.5AP75: 45.9APS: 36.7APM: 39.2APL: 51.7
object-detection-on-cppe-5Faster RCNN#12box AP: 44.0AP50: 73.8AP75: 47.8APS: 30.0APM: 34.7APL: 52.5
object-detection-on-cppe-5Sparse RCNN#13box AP: 44.0AP50: 69.6AP75: 44.6APS: 30.0APM: 30.6APL: 54.7
object-detection-on-cppe-5RepPoints#14box AP: 43.0AP50: 75.9AP75: 40.1APS: 27.3APM: 36.7APL: 48.0
object-detection-on-cppe-5YOLOv3#15box AP: 38.5AP50: 79.4AP75: 35.3APS: 23.1APM: 28.4APL: 49.0
object-detection-on-cppe-5SSD#16box AP: 29.50AP50: 57.0AP75: 24.9APS: 32.1APM: 23.1APL: 34.6