LLM behavior monitoring on SHADE-Arena (test)
75.2Accuracy
Agent-ToM (external memory, Stage 1–2)
Updated 9d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 75.2 | 78.2 | 74.8 | 81.8 | ||
2026.05 | 72.5 | 72.7 | 61.8 | 88.4 | |
| 69.3 | 71.7 | 65.5 | 79.2 | ||
| 69 | 68.6 | 57 | 85.9 | ||
| 66.3 | 69.7 | 65.3 | 74.8 | ||
2026.05 | 65.9 | 61.5 | 45.7 | 93.7 | |
2026.05 | 63.5 | 59.6 | 45.4 | 86.9 | |
| 62.5 | 76.1 | 99 | 61.7 |