Details for Multi-HMR

AuthorsFabien Baradel*, Matthieu Armando, Salma Galaaoui, Romain Brégier, Philippe Weinzaepfel, Grégory Rogez, Thomas Lucas*
Paper titleMulti-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot
Publication venuearXiv
Publication year2024
URLhttps://github.com/naver/multi-hmr
Additional Information Encoder: ViT-L/14 from DINOv2-L Resolution: 1288x1288 Data: BEDLAM-training + BEDLAM-validation

Metrics

F1 0.97
PRECISION 0.99
RECALL 0.96
BODY_MPJPE 53.00
BODY_MVE 53.40
BODY_NMJE 54.60
BODY_NMVE 55.10
FULLBODY_MPJPE 75.10
FULLBODY_MVE 76.80
FULLBODY_NMJE 77.40
FULLBODY_NMVE 79.20
FACE_MPJPE 26.00
FACE_MVE 25.80
LHAND_MPJPE 19.50
LHAND_MVE 21.30
RHAND_MPJPE 20.80
RHAND_MVE 23.00