Depression Severity Prediction on DAIC-WOZ
5.02MAEMulti-Agent Audit Framework
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Multi-Agent Audit FrameworkBackbone Model=Qwen2.52026.06 | 5.02 | 0.004 | 1.13 | |
| Multi-Agent Audit FrameworkBackbone Model=DeepSeek-r12026.06 | 5.07 | 0.021 | 0.79 | |
| Multi-Agent Audit FrameworkBackbone Model=LLaMA-3.12026.06 | 5.11 | 0.012 | 0.87 | |
| CoT PromptingBackbone Model=DeepSeek-r12026.06 | 5.16 | — | — | |
| CoT PromptingBackbone Model=Qwen2.52026.06 | 5.18 | — | — | |
| CoT PromptingBackbone Model=LLaMA-3.12026.06 | 5.26 | — | — | |
| Single-AgentBackbone Model=DeepSeek-r12026.06 | 5.28 | — | — | |
| Single-AgentBackbone Model=Qwen2.52026.06 | 5.35 | — | — | |
| Single-AgentBackbone Model=LLaMA-3.12026.06 | 5.42 | — | — |