Image Classification on DomainNet alpha=0.01
65.23Clipart AccuracyFedCGS + SLOT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FedCGS + SLOTAlignment=SLOT2026.06 | 65.23 | 35.89 | 56.39 | 21.75 | 68.77 | 56.07 | 50.69 | 16.61 | |
| FedCGS2026.06 | 62.26 | 30.12 | 52.25 | 16.94 | 67.3 | 52.64 | 46.92 | 17.76 | |
| FedPFT + SLOTAlignment=SLOT2026.06 | 61.98 | 32.63 | 51.62 | 19.36 | 63.6 | 52.79 | 47 | 15.94 | |
| FedPFT2026.06 | 56.28 | 26.72 | 46.09 | 15.11 | 56.12 | 48.62 | 41.49 | 15.38 | |
| O-FedAvg + SLOTAlignment=SLOT2026.06 | 43.37 | 22.71 | 39.68 | 17.38 | 44.54 | 38.28 | 34.33 | 10.43 | |
| O-FedAvg2026.06 | 36.39 | 18.37 | 32.9 | 14.15 | 38.92 | 30.88 | 28.6 | 9.17 |