Semantic Segmentation on Pascal-VOC 2012 (overlapped 4-4)
70.5mIoU (t=1 Base)RCIL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RCILFederated Learning=true, Overlapped setting=4-42023.04 | 70.5 | 60.3 | 40.1 | 36.8 | 32.4 | |
| FinetuningFederated Learning=true, Overlapped setting=4-42023.04 | 70.4 | 43.1 | 21.3 | 19 | 9.1 | |
| LWFFederated Learning=true, Overlapped setting=4-42023.04 | 70.4 | 59.8 | 38.7 | 39.1 | 23.8 | |
| ILTFederated Learning=true, Overlapped setting=4-42023.04 | 70.4 | 56.4 | 36.9 | 35.3 | 22.7 | |
| MiBFederated Learning=true, Overlapped setting=4-42023.04 | 70.4 | 64.8 | 52.8 | 47.2 | 33 | |
| PLOPFederated Learning=true, Overlapped setting=4-42023.04 | 70.4 | 54.2 | 38.3 | 29.4 | 28.1 | |
| FBLFederated Learning=true, Overlapped setting=4-42023.04 | 70.4 | 66.6 | 53.6 | 49.6 | 43.9 |