Mental Health Classification on ANGST, dreaddit, CAMS, and SAD
50.8ANGST ScoreoMind-Qwen
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| oMind-QwenMethod=Zero Shot2026.03 | 50.8 | 49.3 | 25.9 | 36.4 | 40.6 | |
| oMind-LlamaMethod=Zero Shot2026.03 | 47.4 | 57.9 | 29.7 | 60 | 48.8 | |
| MentaLLaMA 13BMethod=LLM+Books2026.03 | 41.4 | 65.1 | 25.2 | 55.4 | 46.8 | |
| Qwen 2.5 7BMethod=LLM+Books2026.03 | 41.4 | 68.1 | 24.5 | 56.2 | 47.6 | |
| oMind-MistralMethod=Zero Shot2026.03 | 41.2 | 76.2 | 42.8 | 68.6 | 57.2 | |
| MentaLLaMA 13BMethod=Zero Shot2026.03 | 40.7 | 75.8 | 36.9 | 63.7 | 54.3 | |
| Llama 3.1 8BMethod=LLM+Books2026.03 | 39.4 | 75.1 | 25.5 | 60 | 50 | |
| MentaLLaMA 13BMethod=LLM+KG2026.03 | 39.2 | 66.8 | 26.2 | 60 | 48.1 | |
| Qwen 2.5 7BMethod=LLM+KG2026.03 | 38.6 | 69.6 | 35.2 | 58.2 | 50.4 | |
| Qwen 2.5 7BMethod=Zero Shot2026.03 | 38.1 | 64.9 | 20 | 58.5 | 45.4 | |
| Mistral 7BMethod=LLM+Books2026.03 | 37 | 61.9 | 30.7 | 54 | 45.9 | |
| Llama 3.1 8BMethod=LLM+KG2026.03 | 35.4 | 71.3 | 33.8 | 63.8 | 51.1 | |
| Mistral 7BMethod=LLM+KG2026.03 | 34.2 | 62.9 | 37.9 | 63 | 49.5 | |
| PMC-Llama 13BMethod=Zero Shot2026.03 | 33.2 | 44.1 | 13.5 | 26.6 | 29.3 | |
| Mistral 7BMethod=Zero Shot2026.03 | 33 | 65.5 | 36.2 | 57.4 | 48 | |
| Llama 3.1 8BMethod=Zero Shot2026.03 | 31 | 63.8 | 30.7 | 49.3 | 43.7 | |
| MMedLM2 7BMethod=Zero Shot2026.03 | 28.2 | 48.8 | 13.5 | 26.8 | 29.3 |