Deception Detection on DOLOS In-domain
76.83AccuracyThinkDeception
Evaluation results
| Method | Links | |
|---|---|---|
| ThinkDeceptionMethod category=Ours2026.06 | 76.83 | |
| LCUNetMethod category=Deep Learning Methods2026.06 | 70.56 | |
| CogGuidedMethod category=Deep Learning Methods2026.06 | 69.18 | |
| MMPDAMethod category=Deep Learning Methods2026.06 | 68.95 | |
| GLM-4.6vMethod category=Omni Large Language Models2026.06 | 60.21 | |
| ThinkDeception-BaseMethod category=Ours, Training protocol=SFT Only2026.06 | 60.15 | |
| Qwen2.5-Omni-7BMethod category=Omni Large Language Models2026.06 | 54.29 | |
| Qwen3-Omni-30BMethod category=Omni Large Language Models2026.06 | 53.33 | |
| Gemini2.5-ProMethod category=Omni Large Language Models2026.06 | 51.69 |