| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Shakespeare (test) | SCAFFOLD | Accuracy47.55 | 31 | 5mo ago | |
| Multilingual NLI | SoftMuon | Character-level Accuracy63.02 | 16 | 1mo ago | |
| Shakespeare realistic non-IID LEAF benchmark (test) | SuPerFed-MM | Top-1 Acc54.52 | 11 | 5mo ago | |
| Shakespeare (n=30, m=3) (test) | SP-CACW reg | Accuracy51.63 | 7 | 25d ago | |
| Shakespeare n=15, m=7 (test) | SP-CACW reg | Test Accuracy53.67 | 7 | 25d ago | |
| Shakespeare 7, 47 (test) | FedAvg | Average Accuracy46.7 | 7 | 5mo ago | |
| Shakespeare (val) | FedZMG | Rounds to 20.0% Acc15 | 3 | 5mo ago | |
| LEAF Shakespeare | AFR | Next-character Accuracy57.5 | 2 | 22d ago |
