Table 4 Proportion analysis.
From: Incentive mechanism of foundation model enabled cross-silo federated learning
Proportion | Accuracy under CIFAR-10 | Accuracy under MNIST |
|---|---|---|
0% K-H and 50% F-R | 87.5% | 82.5% |
10% K-H and 40% F-R | 86.8% | 91.2% |
20% K-H and 20% F-R | 85.9% | 89.6% |
30% K-H and 20% F-R(Default) | 85.5% | 88.0% |
40% K-H and 10% F-R | 83.2% | 85.4% |
50% K-H and 0% F-R | 80.2% | 82.8% |
