I don't think mAP on VOC is indicative of real-world performance - especially given COCO mAP is just now cracking the 40s with similar architectures. But the ga

I don't think mAP on VOC is indicative of real-world performance - especially given COCO mAP is just now cracking the 40s with similar architectures. But the gains in proposal based detection/instance segmentation from 2014 to now have been staggering for sure.