Depression Prediction on College Experience DS4
1.24MAELinear Regression
Evaluation Results
| Method | Links | |
|---|---|---|
| Linear RegressionCategory=Trad. Feature-Based2026.05 | 1.24 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.25 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.3 | |
| ReOrderCategory=SOTA Non-LLM Behavioral2026.05 | 1.31 | |
| XGBoostCategory=Trad. Feature-Based2026.05 | 1.34 | |
| MLPCategory=Trad. Feature-Based2026.05 | 1.34 | |
| TimeSRL Qwen3-4BCategory=Proposed, Backbone=Qwen3-4B2026.05 | 1.38 | |
| SVRCategory=Trad. Feature-Based2026.05 | 1.41 | |
| GPT-5.0Category=LLM-Based2026.05 | 1.98 | |
| Qwen3-4BCategory=LLM-Based2026.05 | 3.06 |