ResearchTasksDepression RecognitionDepression RecognitionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedCMDCGemini 2.5100F1 Score18Feb 26, 2026EATDTAMFN75F1 Score17Feb 26, 2026E-DAIC-WOZ (test)LLM-Generated Summary Guided Depression Detection3.32MAE16Apr 14, 2026Androids corpus (5-fold cross-val)TRµMoE86.8Precision15Jun 5, 2026AVECSCD-MLLM68.06F1 Score12Feb 26, 2026CMDC (test)MLlm-DR3.1RMSE8Apr 14, 2026