About using a better model

[wing212]

I would like to ask if you have used a better model for experimentation, such as deeplab V3+. Will it bring better accuracy if you use a better model?

[voldemortX]

I would like to ask if you have used a better model for experimentation, such as deeplab V3+. Will it bring better accuracy if you use a better model?

I would say it is highly likely we can get better performance with a better model.

However, when this work finished first draft (that's like early 2020), the SSS community commonly uses DeepLabV2 (if not only DeepLabV2). I never tried other models myself (I believe in SSL, absolute performance mean little, compared to gap to Oracle or Baseline), you are encouraged to try it though, I have some better segmentation models implemented in a similar style at https://github.com/voldemortX/pytorch-auto-drive.

The same issue was raised in #1

[voldemortX]

@wing212 Closing as a duplicate of #1.

[wing212]

Thank you for your reply, I will take a closer look