Weekly Summary

1. Code base update, adding PSPHead, ASPPHead (DeepLab), NonLocalHead.
2. PixContrast method implementation, as our proposed PLMoCo.
3. Rerun several experiment in new setting.

   Test Report

   MoCo v1 v.s. MoCo v1 + PLR(VOCaug)

• Performance (mIoU): 72.65%, 70.54%
• Settings (lr profile):

MoCo v1 v.s. MoCo v1 + PLMoCo(VOCaug)

• Performance (mIoU): 72.65%, 71.67%, 70.66%
• Settings (lr profile):

MoCo v1 v.s. MoCo v1 + PLMoCo(IN)

• Performance (mIoU): 72.65%, 73.27%
• Settings (lr profile):