How about fine-tuning on COCO detection?

[GengDavid]

Thanks for your great work! Have you tried to use CuiMix pre-trained model on the COCO detection task and how about the results?

[hellbell]

@GengDavid
We have tried CutMix-pretrained model on MS-COCO detection task whose framework and backbone are Faster-RCNN and ResNet-50, respectively.

Results of ResNet50-Faster-RCNN:

Backbone	mAP
Baseline	33.27
Mixup-Pretrained	34.18
Cutout-Pretrained	34.28
CutMix-Pretrained	35.16

CutMix-Pretrained shows a meaningful improvement in MS-COCO detection!

[GengDavid]

Excited to know that! Thanks 😄