Depression Prediction on College Experience DS2
1MAEReOrder
Evaluation Results
| Method | Links | |
|---|---|---|
| ReOrderCategory=SOTA Non-LLM Behavioral2026.05 | 1 | |
| TimeSRL Qwen3-4BCategory=Proposed, Backbone=Qwen3-4B2026.05 | 1.05 | |
| MLPCategory=Trad. Feature-Based2026.05 | 1.06 | |
| Linear RegressionCategory=Trad. Feature-Based2026.05 | 1.07 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.07 | |
| SVRCategory=Trad. Feature-Based2026.05 | 1.11 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.11 | |
| XGBoostCategory=Trad. Feature-Based2026.05 | 1.18 | |
| GPT-5.0Category=LLM-Based2026.05 | 1.56 | |
| Qwen3-4BCategory=LLM-Based2026.05 | 3.32 |