Anxiety Prediction on College Experience DS3
1.1MAEReOrder
Evaluation results
| Method | Links | |
|---|---|---|
| ReOrderCategory=SOTA Non-LLM Behavioral2026.05 | 1.1 | |
| TimeSRL Qwen3-4BCategory=Proposed, Backbone=Qwen3-4B2026.05 | 1.1 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.12 | |
| Linear RegressionCategory=Trad. Feature-Based2026.05 | 1.15 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral2026.05 | 1.15 | |
| XGBoostCategory=Trad. Feature-Based2026.05 | 1.19 | |
| TimeSRL Qwen3-4BCategory=Proposed, Evaluation Protocol=leave-one-subset-out2026.05 | 1.21 | |
| MLPCategory=Trad. Feature-Based2026.05 | 1.22 | |
| SVRCategory=Trad. Feature-Based2026.05 | 1.23 | |
| ReOrderCategory=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.23 | |
| Borelli et al.Category=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.25 | |
| Linear RegressionCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.3 | |
| MLPCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.3 | |
| Ahmed et al.Category=SOTA Non-LLM Behavioral, Evaluation Protocol=leave-one-subset-out2026.05 | 1.32 | |
| GPT-5.0Category=LLM-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.36 | |
| SVRCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.38 | |
| XGBoostCategory=Trad. Feature-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 1.39 | |
| GPT-5.0Category=LLM-Based2026.05 | 1.72 | |
| Qwen3-4BCategory=LLM-Based, Evaluation Protocol=leave-one-subset-out2026.05 | 2.33 | |
| Qwen3-4BCategory=LLM-Based2026.05 | 2.51 |