Audio Hallucination Detection on CMM benchmark leaderboard · SOTA2 Research

Audio Hallucination Detection on CMM

95Audio-Language PAMiniCPM-o

Evaluation Results

Method	Links
MiniCPM-o2026.04		95	53	74	91	56.5	73.8	76
Qwen2.5-Omni2026.04		92	78	85	95	56.5	75.8	81
Gemini-Flash-1.52026.04		88.5	39.5	64	79	36.5	57.8	76.3
DPO2026.04		87	82.5	84.8	82.5	72	77.3	82.9
SFT2026.04		86	78	—	—	—	—	82
DPO2026.04		86	80.5	—	—	—	—	83.3
Base model2026.04		85.5	85.5	85.5	82	64.5	73.3	82.5
Base model2026.04		85.5	84.5	—	—	—	—	85
ACPO2026.04		85	82	—	—	—	—	83.5
OmniDPO2026.04		84.5	81.5	83	77	77.5	77.3	82.4
ACPO2026.04		84.5	86.5	85.5	80.5	82	81.3	83.4
SFT2026.04		84	86	85	80.5	71.5	76	82.5
OmniDPO2026.04		81	85.5	—	—	—	—	83.3