MoCha @ ECCV 2026 Human Motion Challenges Technical Report

3rd Place Solution to Human Motion Challenges in Real-World and Clinical Settings (MoCha) @ECCV2026: Language-Aligned Motion Representations for Domain-Generalizable UPDRS-Gait Severity Estimation

Soojie Kim, Muhammad Munsif, Minkyung Kim, Seungryul Baek

🏅 3rd Place, MoCha 2026 Challenge @ ECCV 2026

👥💰 3rd of 58 entries in a sponsor-funded prize competition (1,669 model submissions, 112 participants)

arXiv