| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Agentic Reasoning and Task Execution | Controlled-domain Long-memory | G (Mean Task-Rubric Score)0.453 | 2 | |
| Agentic Reasoning and Task Execution | Controlled-domain Research | Mean Task Rubric Score (G)0.314 | 2 | |
| Agentic Reasoning and Task Execution | Controlled-domain Planning | Mean Task Rubric Score (G)0.412 | 2 | |
| Agentic Reasoning and Task Execution | Controlled-domain Multi-tool | Mean Task Rubric Score (G)52.8 | 2 | |
| Agentic Reasoning and Task Execution | Controlled-domain Coding | Mean Task Rubric Score (G)0.812 | 2 | |
| Agentic Reasoning and Task Execution | Controlled-domain Knowledge-work | Mean Task Rubric Score (G)0.464 | 2 |