Label Distribution Learning on FI-LDL
0.4085KL-DivergenceFedQual
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedQual2026.05 | 0.4085 | 0.2167 | 1.8545 | 4.4802 | 0.6785 | 0.8173 | |
| FedAvg2026.05 | 0.4233 | 0.2283 | 1.8579 | 4.5126 | 0.6673 | 0.8102 | |
| MOON2026.05 | 0.4493 | 0.2306 | 1.8574 | 4.5259 | 0.6516 | 0.8025 | |
| FedQRect2026.05 | 0.482 | 0.2352 | 1.8688 | 4.5429 | 0.6533 | 0.8022 | |
| FedGloSS2026.05 | 0.4843 | 0.2414 | 1.8599 | 4.5235 | 0.6385 | 0.7939 | |
| FedProx2026.05 | 0.5119 | 0.2573 | 1.8655 | 4.5795 | 0.6194 | 0.7873 | |
| FedRDN2026.05 | 0.5434 | 0.2733 | 1.856 | 4.5758 | 0.5919 | 0.766 | |
| FedQAgg2026.05 | 0.5451 | 0.2514 | 1.8769 | 4.5897 | 0.6368 | 0.7922 |