Deception Evaluation on Strategic Deception
28.86CoT Plan FidelityGRPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRPOBackbone=Llama-3.1-8B2026.03 | 28.86 | 53.51 | 52.6 | |
| GRPOBackbone=Qwen3-8B2026.03 | 28.81 | 73.66 | 28.95 | |
| SARBackbone=Qwen3-8B2026.03 | 9.81 | 38.87 | 61.12 | |
| SARBackbone=Llama-3.1-8B2026.03 | 7.82 | 26.05 | 73.74 | |
| CoT MonitorBackbone=Qwen3-8B2026.03 | 3.4 | 55.11 | 44.68 | |
| CoT MonitorBackbone=Llama-3.1-8B2026.03 | 0.2 | 86.57 | 13.42 |