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WXinlong / DenseCL

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

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Performance of Semantic Segmentation on Pascal VOC

WesleyHsieh0806 opened this issue · comments

commented

Hi, I tried to reproduce your results on VOC Semantic Segmentation, but only got mIOU = 46.87 (while you can achieve 69.4)
Can you give me some help?

Here's the steps I have done for reproduction.

  1. Download your Pretrained model DenseCL IN/200Epoch
  2. Follow your steps in Readme.md

I did not modify any setting about batch size or learning rate.
Is there anything I have ignored?

commented

@WesleyHsieh0806 I got the same issue, trained VOC2012(no aug) semantic segmentation from COCO 800ep pretrain and only got mIoU=45.48

Did you solve the problem?

@WXinlong What should I do to get the results reported?