Semantic Segmentation on GLH dataset (test)
77.45Client 1 mIoUPer-FedAvg
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Per-FedAvg2026.03 | 77.45 | 88.41 | 91.22 | 96.52 | 93.13 | 97.42 | 95.69 | 97.99 | 68.19 | 86.42 | 80.4 | 91.11 | |
| FedEU2026.03 | 77.43 | 89.06 | 92.29 | 97.01 | 92.46 | 97.16 | 95.81 | 98.04 | 70.64 | 87.12 | 85.73 | 93.68 | |
| FedTGP2026.03 | 71.74 | 85.98 | 82.48 | 92.86 | 84.14 | 93.87 | 87.74 | 94.02 | 55.7 | 74.39 | 70.22 | 85.34 | |
| FedBN2026.03 | 69.91 | 84.63 | 78.12 | 90.35 | 81.68 | 92.1 | 85.99 | 93.94 | 46.84 | 68.01 | 72.51 | 85.81 | |
| FedProx2026.03 | 62.67 | 79.96 | 75.98 | 89.52 | 73.25 | 88.98 | 82 | 91.4 | 51.52 | 72.8 | 64.13 | 81.98 | |
| FedSeg2026.03 | 62.37 | 79.41 | 71.4 | 87.82 | 72.53 | 88.41 | 83.31 | 91.95 | 53.97 | 73.78 | 63.95 | 81.56 | |
| FedAvg2026.03 | 62.16 | 80.12 | 76.19 | 89.66 | 71.51 | 88.29 | 81.38 | 90.77 | 51.8 | 72.81 | 64 | 81.17 |