| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Personalized News Headlines Generation | LaMP-4 v1 (test) | ROUGE-117.8 | 22 | |
| Personalized News Headline Generation | LaMP-4 | ROUGE-121.9 | 15 | |
| Personalized Text Generation | LaMP-4 (val) | ROUGE-1 Recall19.3 | 14 | |
| Personalized Text Generation | LaMP-4 time-based split (dev) | ROUGE-121 | 8 | |
| News Headline Generation | LAMP-4 OOD | ROUGE-121 | 7 | |
| News Headline Generation | LaMP-4 (random) | ROUGE-116.7 | 7 | |
| Personalized Generation | LaMP-4 (test) | R-1 Score19 | 7 | |
| Personalized news headline generation | LaMP-4 (test) | Alignment Win (%)40 | 2 |