FoveaBox: Beyond Anchor-based Object Detector

Benchmark Model Rank Results
object-detection-on-cocoFoveaBox (ResNeXt-101)#149box mAP: 43.9AP50: 63.5AP75: 47.7APS: 26.8APM: 46.9APL: 55.6
object-detection-on-cocoFoveaBox (ResNeXt-101)#173box mAP: 42.1
object-detection-on-cocoFoveaBox (ResNeXt-101)#175box mAP: 41.9
object-detection-on-coco-minivalFoveaBox (ResNet-101-FPN, 800x800)#191box AP: 38.9AP50: 58.4AP75: 41.5APS: 22.3APM: 43.5APL: 51.7
object-detection-on-coco-minivalFoveaBox+Retina (ResNet-50)#197box AP: 38.1AP50: 57.8AP75: 40.5
object-detection-on-coco-minivalFoveaBox (ResNet-101-FPN, 600x600)#198box AP: 38AP50: 57.8AP75: 40.2APS: 19.5APM: 42.2APL: 52.7
object-detection-on-coco-minivalFoveaBox (ResNet-50-FPN, 600x600)#204box AP: 36.0AP50: 55.2AP75: 37.9APS: 18.6APM: 39.4APL: 50.5