ImageNet
Top 1 Accuracy
ACNet (ResNet-50)
Image Classification
77.5
ImageNet
Number of params
ACNet (ResNet-50)
Image Classification
29.38M
CIFAR-10
Percentage error
Standard ACNet
Image Classification
6
CIFAR-10
Percentage correct
Standard ACNet
Image Classification
94
COCO minival
box AP
Mask R-CNN (ResNet-50, ACNet)
Object Detection
39.5
COCO minival
mask AP
Mask R-CNN (ResNet-50, ACNet)
Instance Segmentation
35.2
CUHK03
Rank-1
TriNet + Era + Reranking (ACNet, bs=32)
Person Re-Identification
64.8
Cora
Accuracy
ACNet
Document Classification
83.5