Depression Prediction on GLOBEM DS3 1.0
1.22MAETimeSRL Qwen3-4B
Evaluation results
| Method | Links | |
|---|---|---|
| TimeSRL Qwen3-4BCategory=Proposed, Evaluation Protocol=leave-one-subset-out2026.05 | 1.22 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.26 | |
| ReOrderCategory=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.26 | |
| Linear RegressionCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.29 | |
| SVRCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.32 | |
| MLPCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.32 | |
| XGBoostCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.33 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.34 | |
| GPT-5.0Category=LLM-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.92 | |
| Qwen3-4BCategory=LLM-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 2.92 |