notesum.ai

Published at November 25

One Diffusion to Generate Them All

cs.CV

cs.AI

Released Date: November 25, 2024

Authors: Duong H. Le¹, Tuan Pham², Sangho Lee¹, Christopher Clark¹, Aniruddha Kembhavi¹, Stephan Mandt², Ranjay Krishna³, Jiasen Lu¹

Aff.: ¹AI2; ²University of California, Irvine; ³AI2, University of Washington

Arxiv: http://arxiv.org/abs/2411.16318v1

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Methods	Params (B)	# Data (M)	GenEval $\uparrow$
LUMINA-Next [72]	2.0	14	0.46
PixArt- $\Sigma$ [9]	0.6	33	0.54
SDXL [41]	2.6	–	0.55
PlayGroundv2.5 [25]	2.6	–	0.56
IF-XL	5.5	1200	0.61
SD3-medium [15]	2.0	1000	0.62
Hunyuan-DiT [28]	1.5	–	0.63
DALLE3	–	–	0.67
FLUX-dev	12.0	–	0.67
FLUX-schnell	12.0	–	0.71
OneDiffusion	2.8	75	0.65