Adaptively Connected Neural Networks

Benchmark Model Rank Results
image-classification-on-imagenetACNet (ResNet-50)#820Top 1 Accuracy: 77.5%Number of params: 29.38M
instance-segmentation-on-coco-minivalMask R-CNN (ResNet-50, ACNet)#87mask AP: 35.2
object-detection-on-coco-minivalMask R-CNN (ResNet-50, ACNet)#187box AP: 39.5
person-re-identification-on-cuhk03TriNet + Era + Reranking (ACNet, bs=32)#15Rank-1: 64.8