| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Abstract generation | LongLaMP | R142.5 | 32 | |
| Topic generation | LongLaMP | R130.8 | 16 | |
| Personalized Long-Form Generation | LONGLAMP Topic Writing (user-based) | ROUGE-10.3139 | 9 | |
| Personalized Long-Form Generation | LONGLAMP Abstract Generation (user-based split) | ROUGE-137.16 | 9 | |
| Personalized Long-Form Generation | LONGLAMP Product Review (user-based split) | ROUGE-136.63 | 9 | |
| Personalized Text Generation | LongLaMP | Alignment Score74 | 7 |