Semantic Segmentation on Cityscapes v1.1 (test)
82.5mIoUOCNet (w/ ASP-OC)
Evaluation Results
| Method | Links | |
|---|---|---|
| OCNet (w/ ASP-OC)Backbone=HRNetV2-48, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.09 | 82.5 | |
| ACNetBackbone=ResNet-101, Validation=true2018.09 | 82.3 | |
| OCNet (w/ Base-OC)Backbone=HRNetV2-48, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.09 | 82 | |
| OCNet (w/ ASP-OC)Backbone=ResNet-101, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.09 | 81.9 | |
| ACFNetBackbone=ResNet-101, Validation=true2018.09 | 81.8 | |
| HRNetBackbone=HRNetV2-48, Validation=true2018.09 | 81.6 | |
| DANetBackbone=ResNet-101, Validation=true2018.09 | 81.5 | |
| BFPBackbone=ResNet-101, Validation=true2018.09 | 81.4 | |
| CCNetBackbone=ResNet-101, Validation=true2018.09 | 81.4 | |
| OCNet (w/ Base-OC)Backbone=ResNet-101, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.09 | 81.4 | |
| Asymmetric NLBackbone=ResNet-101, Validation=true2018.09 | 81.3 | |
| SeENetBackbone=ResNet-101, Validation=true2018.09 | 81.2 | |
| SPGNetBackbone=2x ResNet-50, Validation=true2018.09 | 81.1 | |
| SVCNetBackbone=ResNet-101, Validation=true2018.09 | 81 | |
| DenseASPPBackbone=DenseNet-161, Validation=true2018.09 | 80.6 | |
| PSANetBackbone=ResNet-101, Validation=true2018.09 | 80.1 | |
| CFNetBackbone=ResNet-101, Validation=true2018.09 | 79.6 | |
| TKCNBackbone=ResNet-101, Validation=true2018.09 | 79.5 | |
| DFNBackbone=ResNet-101, Validation=true2018.09 | 79.3 | |
| AAFBackbone=ResNet-101, Validation=false2018.09 | 79.1 | |
| BiSeNetBackbone=ResNet-101, Validation=true2018.09 | 78.9 | |
| PSANetBackbone=ResNet-101, Validation=false2018.09 | 78.6 | |
| PSPNetBackbone=ResNet-101, Validation=false2018.09 | 78.4 | |
| DepthSegBackbone=ResNet-101, Validation=true2018.09 | 78.2 | |
| SACBackbone=ResNet-101, Validation=true2018.09 | 78.1 | |
| DSSPNBackbone=ResNet-101, Validation=true2018.09 | 77.8 | |
| DUC-HDCBackbone=ResNet-101, Validation=true2018.09 | 77.6 | |
| RefineNetBackbone=ResNet-101, Validation=true2018.09 | 73.6 |