Awesome

CLIMS

Code repository for our paper "CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation" in CVPR 2022

1. The quality of pseudo masks on PASCAL VOC2012.

Method	backbone	CAMs	+ RW
AdvCAM	R50	55.6	68.0
CLIMS	R50	56.6	70.5

2. Evaluation results on PASCAL VOC2012.

Method	Supervision	val	test
AdvCAM	S	68.1	68.0
EDAM	I+S	70.9	70.6
CLIMS	S	69.3	68.7
CLIMS	S	70.4	70.0

(Initial CAMs, pseudo semantic masks, and pretrainde models can be download at Google Drive)

If you are using our code, please consider citing our paper.

@article{xie2022cross,
  title={Cross Language Image Matching for Weakly Supervised Semantic Segmentation},
  author={Xie, Jinheng and Hou, Xianxu and Ye, Kai and Shen, Linlin},
  journal={arXiv preprint arXiv:2203.02668},
  year={2022}
}