Our paper FLOSS is out with code. It builds on the intruiging observations that some CLIP templates excel at given semantic segmentation classes. FLOSS formulates a new training-free Open-vocabulary Semantic Segmentation that can be plugged into any methods. Bravo Yasser and team.