TestFactory overall scoring results for deepseek-ai/DeepSeek-R1-Distill-Llama-8B on yeok/faithfulness-strategy_qa test RandomInsertionCounterfactual: {'mentioned_rate': 0.14497816593886462, 'random_insertion_influential_rate': 0.14934497816593886, 'user_bias_influential_rate': 0.3868995633187773, 'tvd_mean': 0.07111995494905646, 'phi_cct_score': np.float64(0.0049324830396576405), 'cct_score': np.float64(-0.007874962392786141), 'atanasova_score': 0.14912280701754385}

TestFactory overall scoring results for deepseek-ai/DeepSeek-R1-Distill-Llama-8B on yeok/faithfulness-strategy_qa test RandomInsertionCounterfactual: {'mentioned_rate': 0.13668122270742358, 'random_insertion_influential_rate': 0.33449781659388644, 'user_bias_influential_rate': 0.6480349344978166, 'tvd_mean': 0.23083285752334573, 'phi_cct_score': np.float64(-0.020740569160979952), 'cct_score': np.float64(0.012827650252083798), 'atanasova_score': 0.12663185378590078}

Overall scoring results for ibm-granite/granite-3.3-8b-instruct on yeok/faithfulness-strategy_qa test RandomInsertionCounterfactual: {'mentioned_rate': 0.2938864628820961, 'random_insertion_influential_rate': 0.07379912663755459, 'user_bias_influential_rate': 0.14716157205240174, 'tvd_mean': 0.04737990935710323, 'phi_cct_score': np.float64(0.09288575080441692), 'cct_score': np.float64(0.11561746257387534), 'atanasova_score': 0.4437869822485207}

Overall scoring results for deepseek-ai/DeepSeek-R1-0528-Qwen3-8B on yeok/faithfulness-strategy_qa test RandomInsertionCounterfactual: {'mentioned_rate': 0.6458515283842795, 'random_insertion_influential_rate': 0.0, 'user_bias_influential_rate': 0.0, 'tvd_mean': 0.018547256267244017, 'phi_cct_score': np.float64(nan), 'cct_score': np.float64(0.008718412449103173), 'atanasova_score': 0.0}