| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HAR | FoundationFL+Median | Test Error Rate4.4 | 80 | 1mo ago | |
| CIFAR-10 (val) | AdaBFL | Error Rate25.7 | 80 | 1mo ago | |
| FEMNIST and CelebA (averaged) (test) | UBAR | TER18.8 | 60 | 1mo ago | |
| MNIST | FedAvg | Error Rate (No Attack)1 | 10 | 1mo ago | |
| CIFAR-10 (test) | Adaptive Steer51.1427 | 9 | 3mo ago | ||
| Federated Learning Certified Framework | Spectral Sentinel | Max Byzantine38 | 3 | 3mo ago |
