Image Classification on CIFAR10 (Shards)
1RESLocal-KD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Local-KDModel=MobileNetV22026.05 | 1 | 0.185 | 1.0057 | 0.186 | |
| Local-KDModel=ShuffleNetV22026.05 | 1 | 0.2147 | 1.0359 | 0.2224 | |
| DittoModel=MobileNetV22026.05 | 0.9734 | 0.2253 | 1.0057 | 0.2328 | |
| FedDFModel=MobileNetV22026.05 | 0.9587 | 0.4385 | 1 | 0.4574 | |
| FedAvgModel=MobileNetV22026.05 | 0.9452 | 0.6276 | 1.0057 | 0.6677 | |
| FedDistillModel=MobileNetV22026.05 | 0.9419 | 0.8508 | 44.4882 | 40.1862 | |
| FedMDModel=MobileNetV22026.05 | 0.9356 | 0.905 | 44.4882 | 43.0314 | |
| FedDistillModel=ShuffleNetV22026.05 | 0.9263 | 0.708 | 7.2129 | 5.5132 | |
| FedMDModel=ShuffleNetV22026.05 | 0.925 | 0.644 | 7.2129 | 5.0217 | |
| DittoModel=ShuffleNetV22026.05 | 0.9231 | 0.1724 | 1.0359 | 0.1935 | |
| FedDFModel=ShuffleNetV22026.05 | 0.9105 | 0.4478 | 1 | 0.4919 | |
| FedAvgModel=ShuffleNetV22026.05 | 0.9096 | 0.4503 | 1.0359 | 0.5129 | |
| FedKD-NASModel=ShuffleNetV22026.05 | 0.8744 | 1 | 7.2129 | 8.2493 | |
| FedKD-NASModel=MobileNetV22026.05 | 0.7549 | 1 | 44.4882 | 58.9359 |