Label Distribution Learning on FER-LDL
0.2528KL DivergenceFedQual
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedQual2026.05 | 0.2528 | 0.1716 | 1.2603 | 2.8874 | 0.7447 | 0.8739 | |
| FedQRect2026.05 | 0.2638 | 0.174 | 1.2812 | 2.9513 | 0.7385 | 0.8678 | |
| FedQAgg2026.05 | 0.2756 | 0.1775 | 1.2942 | 2.9925 | 0.7329 | 0.8603 | |
| FedProx2026.05 | 0.3007 | 0.1956 | 1.2742 | 2.9578 | 0.7135 | 0.8414 | |
| FedGloSS2026.05 | 0.3155 | 0.1982 | 1.3647 | 3.2116 | 0.7137 | 0.8414 | |
| FedAvg2026.05 | 0.342 | 0.2134 | 1.323 | 3.0968 | 0.6961 | 0.8162 | |
| FedRDN2026.05 | 0.3593 | 0.2161 | 1.3565 | 3.205 | 0.684 | 0.8057 | |
| MOON2026.05 | 0.3782 | 0.2329 | 1.3294 | 3.1303 | 0.6745 | 0.7947 |