| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Styling | Complex | Overall Score85.41 | 16 | |
| Navigation | Complex | Success Rate4,010 | 16 | |
| Active perception handoff | Complex | Search Success Rate78.2 | 12 | |
| Decomposed CASH | Complex Budget 2/3 | Loss0.2792 | 10 | |
| Clustering | complex8 | ARI77.96 | 7 | |
| Multi-Robot Coverage Path Planning | Complex-22 | Traversal Time (s)1.41 | 7 | |
| Backdoor Detection | Complex SWE | AUROC0.982 | 5 | |
| Decomposed CASH | Complex Budget 3/3 | Loss0.2975 | 5 | |
| Decomposed CASH | Complex Budget 1 3 | Loss0.3643 | 5 | |
| Multi-Robot Coverage Path Planning | Complex-12 environment | Traversal Time (s)3.6 | 2 |