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Depression Detection research benchmarks – Page 2 · SOTA2 Research

Depression Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.04Accuracy

5

Apr 21, 2026

Depression Detection

Timing-RAG (Llama3 8B Instruct)

0.028Mean ECE

5

Feb 26, 2026

DAIC-WOZ (train)

GPT-4-turbo SMMR Enhanced

79Accuracy

4

May 12, 2026

MODMA cross-domain (val)

96.3Accuracy

4

May 6, 2026

EATD-Corpus (test)

0.73F1 Score

4

Feb 26, 2026

Instagram (212 days observation period)

77Precision

4

Feb 26, 2026

DAIC-WOZ (test)

71.4Weighted Accuracy

2

Feb 26, 2026

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DAIC-WOZ MODMA E-DAIC HCFK English

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