| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Stackoverflow (test) | Test Accuracy99 | 22 | 20d ago | ||
| RPSG | Accuracy35.9 | 12 | 1mo ago | ||
| ShakeSpeare LEAF (non-i.i.d.) | FedACG | Accuracy (500R)46.36 | 9 | 3mo ago | |
| Shakespeare (test) | Flow | Percent Clients Acc_p Greater Than Acc_g89.77 | 8 | 3mo ago | |
| Wikitext-103 | Transformer-XL Large | Perplexity18.31 | 8 | 28d ago | |
| SHAKESPEARE LEAF (test) | FedGELA | Prediction Accuracy (PA)53.63 | 3 | 3mo ago |
