Deception Detection on MDPE In-domain
77.6AccuracyThinkDeception
Evaluation results
| Method | Links | |
|---|---|---|
| ThinkDeceptionMethod category=Ours2026.06 | 77.6 | |
| LCUNetMethod category=Deep Learning Methods2026.06 | 68.44 | |
| MMPDAMethod category=Deep Learning Methods2026.06 | 66.45 | |
| CogGuidedMethod category=Deep Learning Methods2026.06 | 65.91 | |
| ThinkDeception-BaseMethod category=Ours, Training protocol=SFT Only2026.06 | 59.43 | |
| GLM-4.6vMethod category=Omni Large Language Models2026.06 | 57.14 | |
| Gemini2.5-ProMethod category=Omni Large Language Models2026.06 | 56.48 | |
| Qwen3-Omni-30BMethod category=Omni Large Language Models2026.06 | 54.21 | |
| Qwen2.5-Omni-7BMethod category=Omni Large Language Models2026.06 | 52.43 |