notesum.ai

Published at October 31

cs.CV

cs.AI

Released Date: October 31, 2024

Authors: Łukasz Staniszewski¹, Łukasz Kuciński, Kamil Deja²

Aff.: ¹Warsaw University of Technology; ²Warsaw University of Technology, IDEAS NCBR

T	CIFAR-10 (DDPM)		ImageNet (DDPM)		CelebA (LDM)
T	$x^{0}\rightarrow x^{T}$	$x^{T}\rightarrow x^{0}$	$x^{0}\rightarrow x^{T}$	$x^{T}\rightarrow x^{0}$	$x^{0}\rightarrow x^{T}$	$x^{T}\rightarrow x^{0}$
$10$	$90.3_{\pm 6.3}$	$94.0_{\pm 2.6}$	$99.4_{\pm{0.0}}$	$100_{\pm 0.0}$	$100_{\pm 0.0}$	$100_{\pm 0.0}$
$100$	$98.9_{\pm 1.2}$	$50.4_{\pm 1.9}$	$100_{\pm 0.0}$	$59.0_{\pm 7.1}$	$100_{\pm 0.0}$	$100_{\pm 0.0}$
$1000$	$99.1_{\pm 1.0}$	$46.8_{\pm 3.0}$	$99.8_{\pm 0.2}$	$44.6_{\pm 6.3}$	$100_{\pm 0.0}$	$100_{\pm 0.0}$
$4000$	$99.1_{\pm 1.0}$	$46.4_{\pm 3.0}$	$99.5_{\pm 0.3}$	$43.3_{\pm 6.7}$	-	-