Semantic Segmentation on PASS (test)
67.7mIoUSwaftNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SwaftNetadaptation=panoramic, segment_resolution=1024x5122019.09 | 67.7 | 88.9 | |
| SwiftNetadaptation=panoramic, segment_resolution=1024x5122019.09 | 62.9 | 96.5 | |
| ERF-PSPNetadaptation=panoramic, segment_resolution=1024x5122019.09 | 61 | 40.2 | |
| ECANetTraining Protocol=Our method, Backbone=ERFNet2021.03 | 60.2 | — | |
| ERFNetadaptation=panoramic, segment_resolution=1024x5122019.09 | 60 | 34.7 | |
| ERF-PSPNetTraining Protocol=Our method2021.03 | 58.4 | — | |
| ERF-PSPNetTraining Protocol=PASS [69]2021.03 | 58.2 | — | |
| ERF-PSPNetTraining Protocol=OOSS [71]2021.03 | 47.9 | — | |
| PSPNetTraining Protocol=Vistas-trained, Backbone=ResNet502021.03 | 41.4 | — | |
| ERF-PSPNetTraining Protocol=Style-transferred2021.03 | 39.2 | — | |
| DANetTraining Protocol=Vistas-trained, Backbone=ResNet502021.03 | 38.9 | — | |
| SwaftNetTraining Protocol=Style-transferred2021.03 | 38.2 | — | |
| SwiftNetTraining Protocol=Style-transferred2021.03 | 37.4 | — | |
| PSPNetTraining Protocol=Style-transferred, Backbone=ResNet182021.03 | 34.8 | — | |
| ERFNetTraining Protocol=Style-transferred2021.03 | 34.3 | — | |
| DenseASPPTraining Protocol=Vistas-trained, Backbone=DenseNet1212021.03 | 33.3 | — | |
| ERF-PSPNetTraining Protocol=Vistas-trained2021.03 | 32.2 | — | |
| ENetTraining Protocol=Style-transferred2021.03 | 31 | — | |
| LinkNetTraining Protocol=Style-transferred2021.03 | 30.5 | — | |
| EDANetTraining Protocol=Style-transferred2021.03 | 30.5 | — | |
| CGNetTraining Protocol=Style-transferred2021.03 | 30.4 | — | |
| Fast-SCNNTraining Protocol=Vistas-trained2021.03 | 28.5 | — | |
| DRNetTraining Protocol=Vistas-trained, Backbone=ResNet182021.03 | 28 | — | |
| SQNetTraining Protocol=Style-transferred2021.03 | 27.9 | — | |
| BiSeNetTraining Protocol=Style-transferred2021.03 | 27.7 | — | |
| SegNetTraining Protocol=Vistas-trained2021.03 | 25.7 | — | |
| ICNetTraining Protocol=Style-transferred2021.03 | 25.7 | — | |
| ESPNetTraining Protocol=Style-transferred2021.03 | 24.7 | — |