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Benchmarks
Depression Prediction on College Experience DS4
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1.24
MAE
Linear Regression
1.1672
1.6586
2.15
2.6414
May 20, 2026
MAE
Updated 13d ago
Evaluation Results
Method
Method
Links
MAE
Linear Regression
Category=Trad. Feature...
2026.05
1.24
Borelli et al.
Category=SOTA Non-LLM...
2026.05
1.25
Ahmed et al.
Category=SOTA Non-LLM...
2026.05
1.3
ReOrder
Category=SOTA Non-LLM...
2026.05
1.31
XGBoost
Category=Trad. Feature...
2026.05
1.34
MLP
Category=Trad. Feature...
2026.05
1.34
TimeSRL Qwen3-4B
Category=Proposed, Bac...
2026.05
1.38
SVR
Category=Trad. Feature...
2026.05
1.41
GPT-5.0
Category=LLM-Based
2026.05
1.98
Qwen3-4B
Category=LLM-Based
2026.05
3.06
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