Semantic Segmentation on Cityscapes half resolution (val)
166.4FPSPP-LiteSeg-T1*
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PP-LiteSeg-T1*Modal=RGB, Backbone=STDC1, GPU=RTX 3090, Resolution=1024×5122024.07 | 166.4 | 73.1 | — | |
| BiSeNetV2Modal=RGB, GPU=GTX 1080Ti, Resolution=1024×5122024.07 | 156 | 73.4 | — | |
| STDC1-Seg50*Modal=RGB, Backbone=STDC1, GPU=RTX 3090, Resolution=1024×5122024.07 | 145.6 | 72.2 | — | |
| SwiftNetModal=RGB, Backbone=ResNet18, GPU=GTX 1080Ti, Resolution=1024×5122024.07 | 134.9 | 70.2 | 11.8 | |
| CSFNet-1Modal=RGB-D, Backbone=STDC1, GPU=RTX 3090, Resolution=1024×5122024.07 | 106.1 | 74.73 | 11.31 | |
| PP-LiteSeg-B1*Modal=RGB, Backbone=STDC2, GPU=RTX 3090, Resolution=1024×5122024.07 | 105.8 | 75.3 | — | |
| STDC2-Seg50*Modal=RGB, Backbone=STDC2, GPU=RTX 3090, Resolution=1024×5122024.07 | 96.16 | 74.2 | — | |
| CSFNet-2Modal=RGB-D, Backbone=STDC2, GPU=RTX 3090, Resolution=1024×5122024.07 | 72.3 | 76.36 | 19.37 | |
| ESANet*Modal=RGB-D, Backbone=R18-NBt1D, GPU=RTX 3090, Resolution=1024×5122024.07 | 70.22 | 74.65 | — | |
| LDFNet*Modal=RGB-D, Backbone=ERFNet, GPU=RTX 3090, Resolution=1024×5122024.07 | 68.5 | 68.48 | 2.31 | |
| SGACNet*Modal=RGB-D, Backbone=R18-NBt1D, GPU=RTX 3090, Resolution=1024×5122024.07 | 50.1 | 73.3 | 22.1 | |
| BiSeNetV2-LModal=RGB, GPU=GTX 1080Ti, Resolution=1024×5122024.07 | 47.3 | 75.8 | — | |
| ESANet*Modal=RGB-D, Backbone=R34-NBt1D, GPU=RTX 3090, Resolution=1024×5122024.07 | 43.63 | 75.22 | — | |
| SGACNet*Modal=RGB-D, Backbone=R34-NBt1D, GPU=RTX 3090, Resolution=1024×5122024.07 | 35.7 | 74.1 | 35.6 |