| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-agent Reasoning | ARMMAN | Accuracy85.78 | 9 | |
| User Engagement Optimization | ARMMAN real-world data (Budget 4%) | Mean Weekly Engagement Improvement458.1 | 3 | |
| User Engagement Optimization | ARMMAN real-world data Budget 2% (Evaluation Method 1) | Mean Weekly Engagement Improvement362.5217 | 3 | |
| Maternal Healthcare Engagement Optimization | ARMMAN real-world data | Mean Weekly Engagement Improvement424.0043 | 3 |