Depression Severity Categorization on eRisk 2020 (test)
52.86DCHRLLMs Ensemble
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LLMs Ensemble2025.01 | 52.86 | 84.63 | 39.52 | 74.1 | |
| RecallAuthor=Pérez et al., 20232025.01 | 50 | 85.24 | 35.44 | 67.23 | |
| VotingAuthor=Pérez et al., 20232025.01 | 47.14 | 85.33 | 35.24 | 67.41 | |
| Claude SonnetPrompt Strategy=Direct, Retrieval=T52025.01 | 47.14 | 83.92 | 39.52 | 73.31 | |
| Claude SonnetPrompt Strategy=CoT, Retrieval=sf-model-e52025.01 | 42.86 | 84.17 | 41.77 | 73.83 | |
| Qwen 2.5 70BPrompt Strategy=Direct, Retrieval=MiniLM-L122025.01 | 41.43 | 83.49 | 38.78 | 72.74 | |
| gpt-4o-miniPrompt Strategy=Direct, Retrieval=MiniLM-L122025.01 | 41.43 | 84.01 | 36.6 | 71.59 | |
| Sense2vec2025.01 | 37.14 | 82.61 | 38.97 | 70.1 | |
| Relai2025.01 | 34.29 | 83.15 | 36.39 | 68.32 | |
| Claude SonnetPrompt Strategy=CoT, Retrieval=MiniLM-L122025.01 | 32.86 | 81.59 | 41.9 | 72.56 | |
| ILab2025.01 | 27.14 | 81.7 | 37.07 | 69.41 |