Depression Prediction on GLOBEM DS2 1.0
1.19MAETimeSRL Qwen3-4B
Evaluation Results
| Method | Links | |
|---|---|---|
| TimeSRL Qwen3-4BCategory=Proposed, Evaluation Protocol=leave-one-subset-out2026.05 | 1.19 | |
| ReOrderCategory=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.21 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.25 | |
| GPT-5.0Category=LLM-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.28 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.31 | |
| SVRCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.33 | |
| MLPCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.34 | |
| XGBoostCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.35 | |
| Linear RegressionCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.39 | |
| Qwen3-4BCategory=LLM-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 2.79 |