Zheng, Sixiao, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu et al. "Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers." arXiv preprint arXiv:2012.15840 (2020).
| Model | Backbone | Head | Resolution | Training Iters | mIoU(slice) | Links |
|---|---|---|---|---|---|---|
| Segmentation Transformer | Vision Transformer | Naive | 769x769 | 40000 | 77.29% | model | log | vdl |
| Segmentation Transformer | Vision Transformer | PUP | 769x769 | 40000 | 78.08% | model | log | vdl |
| Segmentation Transformer | Vision Transformer | MLA | 769x769 | 40000 | 76.52% | model | log | vdl |