Semantic Segmentation on SynthiaSF (test)
29.03mIoUFedDSR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedDSRModels=DeepLabv3+, Backbone=ResNet502025.12 | 29.03 | 34.9 | 41.12 | 32.92 | |
| FedAvgModels=DeepLabv3+, Backbone=ResNet502025.12 | 26.65 | 31.94 | 40.3 | 30.46 | |
| FedDSRModels=TopFormer, Backbone=N/A2025.12 | 21.63 | 26.98 | 31.8 | 25.81 | |
| FedAvgModels=TopFormer, Backbone=N/A2025.12 | 21.6 | 26.88 | 32.22 | 26.71 | |
| FedDSRModels=SeaFormer, Backbone=N/A2025.12 | 18.43 | 23.2 | 28.33 | 22.88 | |
| FedAvgModels=SeaFormer, Backbone=N/A2025.12 | 16.29 | 21.05 | 28.98 | 21.29 |