Xie, Enze, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, and Ping Luo. "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers." arXiv preprint arXiv:2105.15203 (2021).
| Model | Backbone | Resolution | Training Iters | mIoU(slice) | mIoU (flip) | mIoU (ms+flip) | Links |
|---|---|---|---|---|---|---|---|
| SegFormer_B0 | - | 1024x1024 | 160000 | 76.73% | 77.16% | - | model | log | vdl |
| SegFormer_B1 | - | 1024x1024 | 160000 | 78.35% | 78.64% | - | model | log | vdl |
| SegFormer_B2 | - | 1024x1024 | 160000 | 81.60% | 81.82% | - | model | log | vdl |
| SegFormer_B3 | - | 1024x1024 | 160000 | 82.47% | 82.60% | - | model | log | vdl |
| SegFormer_B4 | - | 1024x1024 | 160000 | 82.38% | 82.59% | - | model | log | vdl |
| SegFormer_B5 | - | 1024x1024 | 160000 | 82.58% | 82.82% | - | model | log | vdl |