| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| completion task | MemoTrap (test) | Accuracy61.83 | 30 | |
| Memorization Trap Detection | MemoTrap | Macro Score71.96 | 15 | |
| Knowledge Retrieval | MemoTrap | Proverb Score42.5 | 12 | |
| Hallucination Prediction | MemoTrap | Accuracy65 | 6 | |
| Knowledge Conflict Resolution | MemoTrap | Micro Accuracy77.35 | 4 |