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Papers Benchmarks Datasets Tasks

Depression Prediction research benchmarks · SOTA2 Research

Depression Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61Average AUC

18

Jun 2, 2026

Depression Prediction dataset 1.0 (test)

95.78Accuracy

16

Jun 24, 2026

GLOBEM 1.0 (LOSO Avg)

TimeSRL Qwen3-4B

1.22MAE

10

May 21, 2026

TimeSRL Qwen3-4B

1.26MAE

10

May 21, 2026

TimeSRL Qwen3-4B

1.22MAE

10

May 21, 2026

TimeSRL Qwen3-4B

1.19MAE

10

May 21, 2026

College Experience Avg

1.13MAE

10

May 21, 2026

College Experience DS4

Linear Regression

1.24MAE

10

May 21, 2026

College Experience DS3

TimeSRL Qwen3-4B

0.95MAE

10

May 21, 2026

College Experience DS2

1MAE

10

May 21, 2026

Popular datasets

Globem College Experience Actigraphy Depression Prediction

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