U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction
Jian Wang, Xiang Long, Guowei Chen, Zewu Wu, Zeyu Chen, Errui Ding et al. "U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction" arXiv preprint arXiv:2210.07140 (2022).
| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|---|---|---|---|---|---|---|---|
| FCN | UHRNet_W18_small | 1024x512 | 80000 | 77.66% | 78.26% | 78.79% | model | log | vdl |
| FCN | UHRNet_W18_small | 1024x512 | 120000 | 78.39% | 79.09% | 79.35% | model | log | vdl |
| FCN | UHRNet_W48 | 1024x512 | 80000 | 81.28% | 81.76% | 81.91% | model | log | vdl |
| FCN | UHRNet_W48 | 1024x512 | 120000 | 81.91% | 82.39% | 82.71% | model | log | vdl |