Semantic Segmentation on Cityscapes (val) (mIoU, mF1, mPre, mRec)
50.49mIoUFedDSR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedDSRModels=DeepLabv3+, Backbone=ResNet502025.12 | 50.49 | 59.7 | 65 | 57.82 | |
| FedAvgModels=DeepLabv3+, Backbone=ResNet502025.12 | 47.91 | 56.31 | 59.99 | 55.58 | |
| FedDSRModels=TopFormer, Backbone=N/A2025.12 | 32.33 | 37.24 | 36.75 | 38.43 | |
| FedAvgModels=TopFormer, Backbone=N/A2025.12 | 32.29 | 37.23 | 36.84 | 38.35 | |
| FedDSRModels=SeaFormer, Backbone=N/A2025.12 | 29.77 | 34.18 | 33.84 | 35.39 | |
| FedAvgModels=SeaFormer, Backbone=N/A2025.12 | 27.32 | 30.95 | 32.78 | 31.85 |