PASCAL VOC 2007
MAP
SSD (CutMix)
Object Detection
76.7
ImageNet
Top 1 Accuracy
ResNet-50 (CutMix)
Image Classification
78.4
ImageNet
Top 5 Accuracy
ResNet-50 (CutMix)
Image Classification
94.10
ImageNet
Top 1 Accuracy
ResNeXt-101 (CutMix)
Image Classification
81.53
ImageNet
Top 5 Accuracy
ResNeXt-101 (CutMix)
Image Classification
94.97
CIFAR-100
Percentage correct
PyramidNet-200 + Shakedrop + Cutmix
Image Classification
86.19
CIFAR-10
Percentage correct
PyramidNet-200 + CutMix
Image Classification
97.12
PASCAL VOC 2007
MAP
SSD (ResNet-50, CutMix)
Object Detection
77.6
COCO
BLEU-1
NIC (ResNet-50, CutMix)
Image Captioning
64.2
COCO
BLEU-2
NIC (ResNet-50, CutMix)
Image Captioning
46.3
COCO
BLEU-3
NIC (ResNet-50, CutMix)
Image Captioning
33.6
COCO
BLEU-4
NIC (ResNet-50, CutMix)
Image Captioning
24.9
COCO
METEOR
NIC (ResNet-50, CutMix)
Image Captioning
23.1
COCO
ROUGE
NIC (ResNet-50, CutMix)
Image Captioning
49
COCO
CIDEr
NIC (ResNet-50, CutMix)
Image Captioning
77.6