 IS-Net_DIS  * Model Authors: Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan*, Ling Shao, Luc Van Gool * Paper: Highly Accurate Dichotomous Image Segmentation (ECCV 2022 - https://arxiv.org/pdf/2203.03041.pdf * Code Repo: https://github.com/xuebinqin/DIS * Project Homepage: https://xuebinqin.github.io/dis/index.html  From the paper abstract:  > [...]  we introduce a simple intermediate supervision baseline (IS- Net) using both feature-level and mask-level guidance for DIS model training. Without tricks, IS-Net outperforms var- ious cutting-edge baselines on the proposed DIS5K, mak- ing it a general self-learned supervision network that can help facilitate future research in DIS.  ![](https://raw.githubusercontent.com/xuebinqin/DIS/main/figures/is-net.png)  [HCE score](https://github.com/xuebinqin/DIS