Social Media Mental Health Detection

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (3 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Swin Transformer with Enhanced Dropout and Layer-wise Unfreezing for Facial Expression Recognition in Mental Health Detection
  2 Dec 2024 1 repository listed
  This study demonstrates a practical version of the Swin transformer in FER models for detecting and early mental health intervention.
• 3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
  12 Jul 2024 1 repository listed
  The significance of mental health classification is paramount in contemporary society, where digital platforms serve as crucial sources for monitoring individuals' well-being.
• MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media
  18 Mar 2024 1 repository listed
  Then, it is trained by multi-label emotions and conducts a graph propagation for harmonising heterogeneous emotional information, and is applied to a textual graph mental health classification.