Semantic Segmentation on Cityscapes (val) (mIoU (MS))
82.7mIoU (MS)DeepLabv3+
Evaluation Results
| Method | Links | |
|---|---|---|
| DeepLabv3+Backbone=ResNeSt-2002021.05 | 82.7 | |
| SETR-L PUPBackbone=ViT-L/162021.05 | 82.2 | |
| Panoptic-DeeplabBackbone=Xception-712021.05 | 81.5 | |
| CCNetBackbone=ResNet-1012021.05 | 81.3 | |
| Seg-L-Mask/16Backbone=ViT-L/162021.05 | 81.3 | |
| Seg-L/16Backbone=ViT-L/162021.05 | 80.7 | |
| Seg-B-Mask/16Backbone=DeiT-B/162021.05 | 80.6 | |
| DNLBackbone=ResNet-1012021.05 | 80.5 | |
| Seg-B/16Backbone=DeiT-B/162021.05 | 80.5 | |
| DeepLabv3+Backbone=ResNeSt-1012021.05 | 80.4 | |
| MDEQBackbone=MDEQ2021.05 | 80.3 | |
| ANNBackbone=ResNet-1012021.05 | 79.9 | |
| DeepLabv3+Backbone=Xception-712021.05 | 79.6 | |
| PSANetBackbone=ResNet-1012021.05 | 79.1 |