Label Distribution Learning on KADID-LDL
0.0908KL DivergenceFedQual
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedQual2026.05 | 0.0908 | 0.1201 | 1.0682 | 2.5718 | 87.71 | 96.72 | |
| FedProx2026.05 | 0.109 | 0.1391 | 1.2277 | 2.6052 | 85.6 | 96 | |
| FedQAgg2026.05 | 0.114 | 0.1316 | 0.9655 | 2.6231 | 86.56 | 96.07 | |
| FedQRect2026.05 | 0.1155 | 0.1445 | 0.9924 | 2.6413 | 85.22 | 95.59 | |
| FedRDN2026.05 | 0.1176 | 0.1393 | 1.3334 | 2.6642 | 85.21 | 96.04 | |
| FedAvg2026.05 | 0.1248 | 0.1435 | 1.1949 | 2.7169 | 85.32 | 95.47 | |
| FedGloSS2026.05 | 0.1301 | 0.1445 | 1.4998 | 2.6884 | 85.01 | 95.37 | |
| MOON2026.05 | 0.4262 | 0.1492 | 1.5034 | 2.6538 | 84.14 | 94.46 |