Leaderboard

Unsupervised Domain Adaptation for Semantic Segmentation

Welcome to the leaderboard for unsupervised domain adaptation for semantic segmentation!

Please note that we provide three different leaderboards divided after the respective backbones. The values are directly taken from the respective papers and without running any evaluation on our site. Initially all tables are sorted in descending order w.r.t. their GTA5 Adaptation performance but you can use your own sorting based on the different columns by clicking on the column head. For the vast majority also direct links to the papers are provided. Note that IEEE access is required for some of them but most of them lead Arxiv-Links. At the end of each table you can find a scroll bar to scroll through the entire table. Please also note that the gain of each approach is reported based on the Source-Only performance which can differ significantly. Therefore the ranking w.r.t the gain and the absolute adaptation performance will differ.