Federated Image Classification on CIFAR-100 IID (test)
71.87CBA MTASPMC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SPMC2026.05 | 71.87 | 96.07 | 71.6 | 12.91 | 71.2 | 93.97 | 71.56 | 67.65 | |
| FedAvg2026.05 | 71.21 | 98.19 | 71.28 | 26.68 | 70.84 | 93.54 | 71.11 | 72.8 | |
| FLShield2026.05 | 70.78 | 93.81 | 71.14 | 26.83 | 70.74 | 88.95 | 70.89 | 69.86 | |
| FoolsGold2026.05 | 69.91 | 0.12 | 68.89 | 6.59 | 69.05 | 0.16 | 69.28 | 2.29 | |
| AlignIns2026.05 | 68.97 | 0.18 | 69.25 | 0.18 | 68.06 | 0.09 | 68.76 | 0.15 | |
| FedSurrogate2026.05 | 68.92 | 0.23 | 69.34 | 0.17 | 69.18 | 0.14 | 69.15 | 0.18 | |
| FedGrad2026.05 | 63.38 | 0.23 | 63.87 | 0.21 | 48.47 | 99.98 | 58.57 | 33.47 | |
| FLAME2026.05 | 59.66 | 0.33 | 59.26 | 0.3 | 59.89 | 0.13 | 59.6 | 0.25 | |
| Snowball2026.05 | 56.68 | 0.2 | 48.8 | 0.13 | 54.83 | 0.06 | 53.44 | 0.13 |