| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Next-token Prediction | LEAF Reddit | Next-token Accuracy15.6 | 2 | |
| Image Classification | LEAF CelebA | Accuracy92.5 | 2 | |
| Sentiment Analysis | LEAF Sent140 | Accuracy74.9 | 2 | |
| Classification | LEAF Synthetic | Accuracy98.9 | 2 | |
| Next-character Prediction | LEAF Shakespeare | Next-character Accuracy57.5 | 2 | |
| Image Classification | LEAF FEMNIST | Accuracy87.3 | 2 |