Depression Prediction on College Experience DS3
0.95MAETimeSRL Qwen3-4B
Evaluation Results
| Method | Links | |
|---|---|---|
| TimeSRL Qwen3-4BCategory=Proposed, Backbone=Qwen3-4B2026.05 | 0.95 | |
| ReOrderCategory=SOTA Non-LLM Behavioral2026.05 | 1.09 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.14 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.17 | |
| Linear RegressionCategory=Trad. Feature-Based2026.05 | 1.2 | |
| XGBoostCategory=Trad. Feature-Based2026.05 | 1.21 | |
| MLPCategory=Trad. Feature-Based2026.05 | 1.22 | |
| SVRCategory=Trad. Feature-Based2026.05 | 1.25 | |
| GPT-5.0Category=LLM-Based2026.05 | 1.55 | |
| Qwen3-4BCategory=LLM-Based2026.05 | 3.39 |