ResearchBenchmarksDepression Detection on DAIC-WOZ (Macro F1 and Class F1 Scores)Follow89.99Macro F1 ScorePsyGAT75.440479.217782.99586.7723Apr 27, 2026Evaluation ResultsMethodMethodLinksMacro F1 ScoreF1 (Depressed)F1 (Control)PsyGAT2026.0489.9984.9693.02SEGA++2026.0487.7684.6290.91SEGA2026.0484.9381.4888.37ω-GCN2026.0483.8178.2689.36HCAG2026.0481.6476.9286.36Similarity-MV2026.0481——KCG-MV2026.0476——