Feature Selective Anchor-Free Module for Single-Shot Object Detection

Benchmark Model Rank Results
object-detection-on-cocoFSAF (ResNeXt-101, multi-scale)#140box mAP: 44.6AP50: 65.2AP75: 48.6APS: 29.7APM: 47.1APL: 54.6
object-detection-on-cocoFSAF (ResNet-101, single-scale)#183box mAP: 40.9AP50: 61.5AP75: 44APS: 24APM: 44.2APL: 51.3
object-detection-on-coco-minivalFSAF (ResNeXt-101, anchor-based branches)#162box AP: 41.6AP50: 62.4
object-detection-on-coco-minivalFSAF (ResNet-101, anchor-based branches)#188box AP: 39.3AP50: 59.2
object-detection-on-coco-minivalFSAF (ResNet-101)#200box AP: 37.9AP50: 58.0
object-detection-on-coco-minivalFSAF (ResNet-50)#205box AP: 35.9AP50: 55.0AP75: 37.9APS: 19.8APM: 39.6APL: 48.2