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Published at November 29

Free-form Generation Enhances Challenging Clothed Human Modeling

cs.CV

cs.GR

cs.LG

Released Date: November 29, 2024

Authors: Hang Ye¹, Xiaoxuan Ma¹, Hai Ci¹, Wentao Zhu¹, Yizhou Wang¹

Aff.: ¹School of Computer Science, Center on Frontiers of Computing Studies, Peking University

Arxiv: http://arxiv.org/pdf/2411.19942v1

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Subject	All		felice-004		janett-025		christine-027		anna-001		beatrice-025
Metric	FID $\downarrow$	MSE $\downarrow$	FID $\downarrow$	MSE $\downarrow$	FID $\downarrow$	MSE $\downarrow$	FID $\downarrow$	MSE $\downarrow$	FID $\downarrow$	MSE $\downarrow$	FID $\downarrow$	MSE $\downarrow$
POP [39]	57.87	2.88	66.43	5.80	52.55	2.02	61.09	2.64	51.48	2.05	57.82	1.86
SkiRT [40]	53.32	2.72	63.27	5.70	48.23	2.03	55.84	2.44	50.26	1.81	54.00	1.60
FITE [33]	39.02	2.70	38.61	5.09	35.81	2.09	40.83	2.52	38.21	1.97	41.62	1.82
Ours	37.75	2.61	42.41	5.24	27.95	1.92	37.43	2.35	39.63	1.89	41.24	1.68