Image Classification on CIFAR-100 (Time and Traffic)
4,549Time (s)HeteRo-Select
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HeteRo-SelectBackbone=ResNet-9, Evaluation Protocol=Cumulative at Round 100, Statistics=mean ± std (3 seeds)2025.08 | 4,549 | 5,010 | |
| FedCGBackbone=ResNet-9, Evaluation Protocol=Cumulative at Round 1002025.08 | 10,069 | 8,402 | |
| FlexComBackbone=ResNet-9, Evaluation Protocol=Cumulative at Round 1002025.08 | 17,726 | 8,583 | |
| AdaSampleBackbone=ResNet-9, Evaluation Protocol=Cumulative at Round 1002025.08 | 19,723 | 34,570 | |
| OptRateBackbone=ResNet-9, Evaluation Protocol=Cumulative at Round 1002025.08 | 24,521 | 15,582 | |
| FedAvgBackbone=ResNet-9, Evaluation Protocol=Cumulative at Round 1002025.08 | 35,048 | 32,551 |