Depression Detection on Depression Detection
0.0276Mean ECETiming-RAG (Llama3 8B Instruct)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Timing-RAG (Llama3 8B Instruct)Backbone=Llama3 8B Instruct, Approach=Timing-RAG2025.02 | 0.0276 | 0.0274 | |
| Timing-RAG (Llama3 8B)Backbone=Llama3 8B, Approach=Timing-RAG2025.02 | 0.0674 | 0.0481 | |
| PWLMDescription=Self-supervised speech model2025.02 | 0.183 | 0.009 | |
| Llama3 8B Instruct MCDPBackbone=Llama3 8B Instruct, Uncertainty Estimation=Monte Carlo Dropout (MCDP)2025.02 | 0.34 | 0.003 | |
| Llama3 8B MCDPBackbone=Llama3 8B, Uncertainty Estimation=Monte Carlo Dropout (MCDP)2025.02 | 0.349 | 0.002 |