| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Legal Contract Revision | MAUD | CQ Score86.89 | 25 | |
| Context Prioritization | MAUD | R@3375 | 12 | |
| Corpus poisoning detection | MAUD | Precision0.46 | 6 | |
| Evidence Selection | MAUD | Relative Evidence Count3.15 | 4 | |
| Evidence Selection | MAUD | F1 Score39 | 3 | |
| Retrieval | MAUD | Recall@153.9 | 3 | |
| Sparse Retrieval | MAUD | Recall@175.4 | 3 |