Challenge Paper
Submissions describing methods used in the MPDD-AVG 2026 challenge, to be submitted via the paper submission portal with a deadline of June 25, 2026.
Multimedia/CORE Unranked
MPDD-AVG 2026
MPDD-AVG Challenge: Multimodal Personality-Aware Depression Detection via Audio-Visual Interview and Gait Analysis
Jun 01 2026Official conference site Site reachable
MPDD-AVG 2026 is a multimodal challenge at ACM Multimedia 2026 focused on personality-aware depression detection using audio-visual interviews and gait analysis from wearable sensors. It features two age-specific datasets (young adults and elderly) with rich annotations including Big Five personality traits, demographics, and health conditions, encouraging models that account for inter-individual heterogeneity in depressive symptomatology.
Key deadlines
Verified September 9, 2026Full paper
June 26, 2026
AoE
Conference timeline
Submission and decisions
Full paperKey deadline
June 26, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Tracks & Sub-tracks
Audio-Visual Interview-based Depression DetectionGait Analysis via IMU Wearable for Depression DetectionPersonality-Aware Modeling with Big Five-10 TraitsAge-Diverse Depression Detection (Young Adults and Elderly)Multimodal Fusion of Interview and Gait DataPHQ-9 Regression and Classification (Binary/Ternary/Quinary)
Policies worth checking twice
- Paper submission deadline is June 25, 2026, 23:59 AoE
- Reproducibility evaluation deadline is June 20, 2026
- Results submission deadline is June 1, 2026 (GMT+8)
- Registration closes on May 1, 2026
- Test set released on May 1, 2026
- Dataset and baseline code released on April 10, 2026
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026