Comparison of different models based on CLIP Sim and IS and FID across English dataset. The best results are marked in bold.

<p>Comparison of different models based on CLIP Sim and IS and FID across English dataset. The best results are marked in bold.</p>

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Bibliographic Details
Main Author:	Tao Geng (32392) (author)
Other Authors:	Yuxuan Yang (8088098) (author)
Published:	2025
Subjects:	Biochemistry Microbiology Genetics Biotechnology Evolutionary Biology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified extensive experiments conducted enforce view consistency demand significant creativity based alignment module 400 solutions across large image dataset dataset helps fine controllable generation quality 15 spatial types 15 design styles generative works focus controllable diffusion model interior design processes controllable diffusion interior design specific dataset spatial scope design drawings design attributes generative priors generative models various perspectives text descriptions substantial discrepancies rendering backbone promising means practical needs optimal transfer often inefficient meta priors meta prior materials science machine learning improving efficiency disentangling cross denoising process creating designs attention control
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