Deception Detection on Box of Lies Cross-domain
69.41AccuracyThinkDeception
Evaluation results
| Method | Links | |
|---|---|---|
| ThinkDeceptionMethod category=Ours2026.06 | 69.41 | |
| CogGuidedMethod category=Deep Learning Methods2026.06 | 58.75 | |
| MMPDAMethod category=Deep Learning Methods2026.06 | 56.92 | |
| ThinkDeception-BaseMethod category=Ours, Training protocol=SFT Only2026.06 | 56.8 | |
| Qwen3-Omni-30BMethod category=Omni Large Language Models2026.06 | 50.26 | |
| Qwen2.5-Omni-7BMethod category=Omni Large Language Models2026.06 | 49.72 | |
| LCUNetMethod category=Deep Learning Methods2026.06 | 48.2 | |
| GLM-4.6vMethod category=Omni Large Language Models2026.06 | 47.39 | |
| Gemini2.5-ProMethod category=Omni Large Language Models2026.06 | 41.15 |