| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Shakespeare | PRoVeFL | Computation Time (s)1.059 | 3 | 17d ago | |
| CIFAR-10 L (ResNet-18, 273k parameters) | PRoVeFL | Computation Time (s)0.85 | 3 | 17d ago | |
| CIFAR-10 S (LeNet5, 62k parameters) | PRoVeFL | Computation Time (s)0.655 | 3 | 17d ago | |
| Secure Aggregation (Server Role) | Computation Complexity (Big O)2 | 2 | 2mo ago | ||
| Secure Aggregation Regular Client (Online) | Computation Complexity (Big O)2 | 2 | 2mo ago | ||
| Secure Aggregation Regular Client (Offline) | Computation Complexity2 | 2 | 2mo ago | ||
| Federated Learning (N=100k clients, M=100k parameters) | DisAgg | Setup Cost14 | 2 | 2mo ago | |
| Secure Aggregation Committee Aggregator Role | - | - | 0 | 2mo ago | |
| Federated Learning | - | - | 0 | 5mo ago |
