Deception Detection on RLTD Cross-domain
71.2AccuracyThinkDeception
Evaluation results
| Method | Links | |
|---|---|---|
| ThinkDeceptionMethod category=Ours2026.06 | 71.2 | |
| CogGuidedMethod category=Deep Learning Methods2026.06 | 60.44 | |
| MMPDAMethod category=Deep Learning Methods2026.06 | 60.33 | |
| LCUNetMethod category=Deep Learning Methods2026.06 | 59.27 | |
| ThinkDeception-BaseMethod category=Ours, Training protocol=SFT Only2026.06 | 55.62 | |
| GLM-4.6vMethod category=Omni Large Language Models2026.06 | 48.41 | |
| Qwen2.5-Omni-7BMethod category=Omni Large Language Models2026.06 | 40.22 | |
| Gemini2.5-ProMethod category=Omni Large Language Models2026.06 | 39.5 | |
| Qwen3-Omni-30BMethod category=Omni Large Language Models2026.06 | 38.13 |