notesum.ai

Published at November 25

cs.CV

Released Date: November 25, 2024

Authors: Yao-Chih Lee¹, Erika Lu², Sarah Rumbley², Michal Geyer², Jia-Bin Huang¹, Tali Dekel², Forrester Cole²

Aff.: ¹University of Maryland College Park; ²Google DeepMind

Scene	Movie		Kubric		Average
Metric	PSNR $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	LPIPS $\downarrow$
ObjectDrop [51]	28.05	0.124	34.22	0.083	31.14	0.104
Propainter [64]	27.44	0.114	34.67	0.056	31.06	0.085
Lumiere inpainting [6]	26.62	0.148	31.46	0.157	29.04	0.153
Ominmatte [34]	21.76	0.239	26.81	0.207	24.29	0.223
LNA [21]	23.10	0.129	-	-	-	-
Omnimatte3D [45]	-	-	-	-	-	-
OmnimatteRF [27]	33.86	0.017	40.91	0.028	37.38	0.023
Ours	32.69	0.030	44.07	0.010	38.38	0.020