notesum.ai

Published at November 28

cs.CV

Released Date: November 28, 2024

Authors: Michael Fischer¹, Iliyan Georgiev², Thibault Groueix², Vladimir G. Kim², Tobias Ritschel³, Valentin Deschaintre²

Aff.: ¹Adobe Research, University College London; ²Adobe Research; ³University College London

Dataset	NeRF [42]		MIPNeRF-360 [2]		Our Dataset
	mIoU $\uparrow$	F1 $\uparrow$	mIoU $\uparrow$	F1 $\uparrow$	mIoU $\uparrow$	F1 $\uparrow$
Ours	$\mathbf{0.48\pm.2}$	$\mathbf{0.58\pm.3}$	$\mathbf{0.60\pm.3}$	$\mathbf{0.72\pm.3}$	$\mathbf{0.69\pm.2}$	$\mathbf{0.78\pm.2}$
SAM2	$0.33\pm.2$	$0.43\pm.3$	$0.51\pm.3$	$0.65\pm.3$	$0.36\pm.2$	$0.47\pm.2$
Mat.	$0.24\pm.1$	$0.36\pm.2$	$0.31\pm.3$	$0.44\pm.3$	$0.47\pm.2$	$0.59\pm.2$
Mat. MV	$0.27\pm.2$	$0.32\pm.2$	$0.32\pm.3$	$0.47\pm.3$	$0.51\pm.2$	$0.62\pm.2$