| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Shakespeare (test) | SCAFFOLD | Accuracy47.55 | 31 | 3mo ago | |
| Multilingual NLI | SoftMuon | Character-level Accuracy63.02 | 16 | 2d ago | |
| Shakespeare realistic non-IID LEAF benchmark (test) | SuPerFed-MM | Top-1 Acc54.52 | 11 | 3mo ago | |
| Shakespeare 7, 47 (test) | FedAvg | Average Accuracy46.7 | 7 | 3mo ago | |
| Shakespeare (val) | FedZMG | Rounds to 20.0% Acc15 | 3 | 3mo ago |
